Assignment 1

1 Reading Data price_and_earnings

Reading data into variable “p_e”. I am setting the first column of city names as Row names for the data.This is the reason I am subtracting 1 from the required columns we were asked to select.

##           Food.Costs... iPhone.4S.hr. Clothing.Index Hours.Worked Wage.Net
## Amsterdam           364          44.5          110.8         1755     69.4
## Athens              390          86.0          112.5         1822     40.0
## Auckland            497          51.0           79.2         1852     63.5
## Bangkok             422         165.0           64.2         2312     17.4
## Barcelona           394          52.5          109.2         1761     58.7
## Beijing             463         184.0           87.5         1979     18.0
##           Vacation.Days Big.Mac.min. Bread.kg.in.min. Rice.kg.in.min.
## Amsterdam            24           16                7               9
## Athens               23           30               13              26
## Auckland             20           16               17               8
## Bangkok               7           36               26              20
## Barcelona            29           19               12               6
## Beijing               9           34               28              16
##           Goods.and.Services...
## Amsterdam                  3034
## Athens                     2605
## Auckland                   3019
## Bangkok                    2178
## Barcelona                  2941
## Beijing                    2375

2

It is hard to find any clusters in this heatmap. It is even hard to spot outliers.There are 72 citys in the dataset,but we cannot see all the 72 on the y axis labels due to lack of space.All the points are being plotted but its not shown on y axis labels as there is no space for all of them.If we hover through the plot we would be able to find the corresponding city name. We can also zoom into the area of interest on the heatmap and that would show us all the labels for the zoomed region.

3

Both the plots are almost similar, its just both have different ordering of rows due to the different ways of computing the distance matrix. It looks like in the correlations heatmap, the ordering of the rows in just oposite to the one in Euclidean distance heatmap. But the clusters found in both the heatmaps are almost similar.

Althouth it is hard to tell which one is doing better, I think heatmap based on Euclidean diatance is better in reordering, as the clusters are clearer in this heatmap.

The heatmap plot based on the reordered matrix calculated using eucledian distance gives us a much clearer picture of the data. Previously we were not able to spot clusters at all in the Heatmap from the unordered matrix. But now the reordering has made it easy to spot the clusters. I found 3 prominant clusters in this reordered data.

The first largest cluster is one from Geneva to Dubai.

Another smaller cluster is from Athens to Lisbon.

And the third one is from Shanghai to Caracas.

4

I think the clusters are much more clear for the heatmap from matrix obtained from the Traveling Sales Person optimization. The reordering of the matrix using the TSP optimization make identifying clusters much easier. The same 3 clusters identified in the heatmap from HC optmizer are visible here in a better way.

In this case there is not much of a difference in the path length obtained from the two optimization techniques. The reordered matrix from TSP optimization had path length smaller than the reordered matrix from HC optimization.

TSP optimization had much smaller Gradient_raw than the HC optimization. There was a difference of 37338 between the two gadients.

##     Gradient_raw Path_length
## HC         65528    121.9671
## TSP        66270    123.0409

5

I was able to find two clusters in the data using parallel coordinate plot for unsorted data. I was able to identify the clusters when I rearranged the columns in the plot.

The first cluster in the light shade of blue is mainly defined by the variable IPhone4s. The coodrinates of this cluster are groued at the variable Iphone4s near the range 0-60. This is the most well defined cluster which follows the same trend if the columns are reordered properly. The coordinates follow a trend of going upwards when I rearranged the variables manually.

The second cluster was not identifiable at first, the cluster in the dar shade of blue follows the same trend for most of the variables. The variable that defines this cluster the best is Net Wage as the lines get close near the range 0-40. This cluster is not too well defined as the first one but the line are parallel to each other for majority of the variables.

According to me the most prominant outlier were bread and food cost. Most of the Coordinates broke the trend near them going far away from the cluster.

6

The two clusters I found were -

First one including Cairo, Delhi, Mexico, Doha, Lima, Mumbai, Bangkok, Tokya

Second one includes Vienna, ansterdam, Auckland, Brussles, Lyon, London, Munich, Rome and Stockholm

These were the two clusters I was able to identify in the radar plot. The most distinct outlier I found was Food cost.

7

According to me the most efficient tool for analysing this kind of data is using parallel coordinates plot. It was simple to spot clusters and outliers in it once we manually found a good ordering for the variables. The outliers can easily be spotted in a parallel coordinate plot but Heatmaps are better for spoting outliers. I would say parallel coordinates and heatmaps are the most efficient and simple tools to use if our goal is to find clusters or outliers in a sorted dataset.

Analysing the radar plots was a tedious task. It could be good for a small dataset but manually looking for identical shapes in a large dataset is not an efficient way to work. Parallel coordinates and Heatmaps are much better ways for identifying clusters and finding outliers.

Assignment 2

Q1

Scatter plot

## `geom_smooth()` using method = 'gam' and formula 'y ~ s(x, bs = "cs")'

There is a problem of occlusion with a large number of observations plotted on a scatter plot. Not much can be derived from the scatter plot. People with income below 50K$ work longer hours at older ages. ####Trellis plot

## `geom_smooth()` using method = 'gam' and formula 'y ~ s(x, bs = "cs")'

In the Trellis plot above, it can be seen that person’s with the income above 50K$ are mostly working between 25 to 75 hours per week.

Q2

Most people earning lesser than 50K$ per year are in their early 20’s. Most people earning higher than 50K$ per year are in the age group of 35 to 45 years old.

From the Trellis plot, we can observe that income levels do not affect Married-AF-spouse, Divorced, Separated and Widowed people as the plots nearly match both income groups. The largest difference in age is amongst Never married people. It can also be observed that Widowed people work more than all other groups.

Q3

It is difficult to analyse this plot as there is occlusion of data. With marker size and opacity reduced, we can still see overplotting but it is observed that two cluster emerge from this data. Persons with education with a bachelors or masters degree have and person with high school education, Class 12 or some college education have high capital losses and this observation is unifrom across all working ages

Q4

Q4a

Q4b

Agerange <-lattice::equal.count(adultdata$Age, number=4, overlap=0.10) #overlap is 10%

 

L<-matrix(unlist(levels(Agerange)), ncol=2, byrow = T)

 

L1<-data.frame(Lower=L[,1],Upper=L[,2], Interval=factor(1:nrow(L)))

 

index=c()

Class=c()

for(i in 1:nrow(L)){

  Cl=paste("[", L1$Lower[i], ",", L1$Upper[i], "]", sep="")

  ind=which(adultdata$Age>=L1$Lower[i] &adultdata$Age<=L1$Upper[i])

  index=c(index,ind)

  Class=c(Class, rep(Cl, length(ind)))

}


df4<-adultdata[index,]
df4$Class<-as.factor(Class)
df4 %>% filter(capitalloss!=0)
##      Age         workclass fnlwgt     education educationnum
## 1     20           Private 111697  Some-college           10
## 2     24           Private  43323       HS-grad            9
## 3     27           Private 124953       HS-grad            9
## 4     26           Private 397317       Masters           14
## 5     28           Private 166481       7th-8th            4
## 6     28                 ? 123147  Some-college           10
## 7     27           Private 116358  Some-college           10
## 8     20                 ? 114746          11th            7
## 9     24           Private 172146           9th            5
## 10    26           Private 181655     Assoc-voc           11
## 11    28           Private 196690     Assoc-voc           11
## 12    24           Private 106085       HS-grad            9
## 13    20         State-gov 223515    Assoc-acdm           12
## 14    19                 ? 241616       HS-grad            9
## 15    27           Private 137645     Bachelors           13
## 16    28  Self-emp-not-inc 218555  Some-college           10
## 17    26           Private 280093       5th-6th            3
## 18    25           Private 212495     Bachelors           13
## 19    26         Local-gov 166295     Bachelors           13
## 20    21           Private  32616       HS-grad            9
## 21    28           Private 303954       HS-grad            9
## 22    19           Private 242941  Some-college           10
## 23    23           Private 196827  Some-college           10
## 24    18           Private 201901       HS-grad            9
## 25    25           Private 302465          12th            8
## 26    26           Private 225279  Some-college           10
## 27    24           Private 379066  Some-college           10
## 28    24           Private  85088       HS-grad            9
## 29    20  Self-emp-not-inc 157145  Some-college           10
## 30    20           Private 131230       HS-grad            9
## 31    26           Private 117833     Bachelors           13
## 32    28           Private 241895       HS-grad            9
## 33    28         Local-gov 154863       HS-grad            9
## 34    24       Federal-gov 314525     Bachelors           13
## 35    19           Private 387215  Some-college           10
## 36    27       Federal-gov 469705       HS-grad            9
## 37    24           Private 137591  Some-college           10
## 38    25           Private 168403     Bachelors           13
## 39    20           Private 315877       HS-grad            9
## 40    25           Private  74883     Bachelors           13
## 41    23           Private 183327       HS-grad            9
## 42    28         Local-gov 250135       Masters           14
## 43    28           Private 273929       HS-grad            9
## 44    27      Self-emp-inc  64379       HS-grad            9
## 45    23  Self-emp-not-inc 258298     Bachelors           13
## 46    21           Private 146499     Assoc-voc           11
## 47    28           Private 183780       HS-grad            9
## 48    19           Private  93604       7th-8th            4
## 49    26           Private 115717  Some-college           10
## 50    19           Private 167140  Some-college           10
## 51    22           Private 217961  Some-college           10
## 52    25         Local-gov  90730     Bachelors           13
## 53    20           Private 115824          11th            7
## 54    21                 ? 161930       HS-grad            9
## 55    23           Private  44064  Some-college           10
## 56    25           Private 178505  Some-college           10
## 57    25           Private  34402     Bachelors           13
## 58    27           Private 151382       7th-8th            4
## 59    23           Private 435835       HS-grad            9
## 60    25                 ? 122745       HS-grad            9
## 61    26           Private 303973       HS-grad            9
## 62    21           Private 109414  Some-college           10
## 63    27           Private 175387     Bachelors           13
## 64    26           Private 322614     Preschool            1
## 65    22                 ? 219233       HS-grad            9
## 66    20           Private 107801    Assoc-acdm           12
## 67    28         Local-gov 304960    Assoc-acdm           12
## 68    19           Private 240468  Some-college           10
## 69    23           Private 220993       HS-grad            9
## 70    24  Self-emp-not-inc 322931       7th-8th            4
## 71    25           Private 177499     Bachelors           13
## 72    18                 ? 276864  Some-college           10
## 73    28           Private 103802     Bachelors           13
## 74    20           Private  91939       HS-grad            9
## 75    28         Local-gov 175262    Assoc-acdm           12
## 76    22           Private 215395  Some-college           10
## 77    21           Private 119309  Some-college           10
## 78    25           Private 193820     Bachelors           13
## 79    20                 ? 144685  Some-college           10
## 80    25           Private 123095  Some-college           10
## 81    27           Private  60374       HS-grad            9
## 82    18                 ? 255282          11th            7
## 83    27           Private 285897       HS-grad            9
## 84    23           Private 107801  Some-college           10
## 85    26           Private  36936     Assoc-voc           11
## 86    25           Private 282313          10th            6
## 87    28           Private 184723     Bachelors           13
## 88    28           Private 181291     Bachelors           13
## 89    27         Local-gov  92431  Some-college           10
## 90    25           Private 121102    Assoc-acdm           12
## 91    27      Self-emp-inc 120126     Bachelors           13
## 92    27           Private 156516  Some-college           10
## 93    23           Private 275818  Some-college           10
## 94    20           Private 146879       HS-grad            9
## 95    19           Private 158118       HS-grad            9
## 96    24           Private  24243       HS-grad            9
## 97    21           Private 180339     Assoc-voc           11
## 98    22           Private 347867       HS-grad            9
## 99    23           Private 213955       HS-grad            9
## 100   25           Private 203871     Assoc-voc           11
## 101   21         State-gov  48121  Some-college           10
## 102   27           Private 183627     Bachelors           13
## 103   25           Private  77071     Bachelors           13
## 104   17           Private 209949          11th            7
## 105   22           Private 156822          10th            6
## 106   21           Private 118712     Assoc-voc           11
## 107   19  Self-emp-not-inc 342384          11th            7
## 108   19           Private 184737       HS-grad            9
## 109   28           Private 114158     Bachelors           13
## 110   27           Private  34273     Assoc-voc           11
## 111   26           Private  82246     Bachelors           13
## 112   28           Private 190067     Bachelors           13
## 113   27           Private  31659     Bachelors           13
## 114   18           Private 144711       HS-grad            9
## 115   28           Private 346406       HS-grad            9
## 116   18           Private 193290  Some-college           10
## 117   28  Self-emp-not-inc  54683  Some-college           10
## 118   27           Private 169117       HS-grad            9
## 119   28           Private  72443  Some-college           10
## 120   26           Private  58098  Some-college           10
## 121   26                 ? 131777     Bachelors           13
## 122   27           Private 112754     Bachelors           13
## 123   26           Private 215384     Bachelors           13
## 124   28           Private 147560  Some-college           10
## 125   23                 ? 381741    Assoc-acdm           12
## 126   21           Private 257781  Some-college           10
## 127   27           Private 292472  Some-college           10
## 128   26           Private 279833     Bachelors           13
## 129   28           Private  51461     Bachelors           13
## 130   21           Private 540712       HS-grad            9
## 131   23           Private  53245     Bachelors           13
## 132   21           Private  34310     Assoc-voc           11
## 133   28         State-gov 381789  Some-college           10
## 134   21           Private 213341          11th            7
## 135   23           Private 278107       HS-grad            9
## 136   27           Private 160786          11th            7
## 137   22       Federal-gov  32950  Some-college           10
## 138   18           Private 238867          11th            7
## 139   19         Local-gov 210308  Some-college           10
## 140   24           Private 216129       HS-grad            9
## 141   25           Private 378322       HS-grad            9
## 142   26           Private 291968   Prof-school           15
## 143   25           Private  52536    Assoc-acdm           12
## 144   24           Private 276851       HS-grad            9
## 145   18                 ? 214989  Some-college           10
## 146   17           Private 148522          11th            7
## 147   17           Private 225106          10th            6
## 148   23           Private 162945       HS-grad            9
## 149   27  Self-emp-not-inc 208577       HS-grad            9
## 150   27           Private  38918       HS-grad            9
## 151   23           Private 102942     Bachelors           13
## 152   26           Private 164488       Masters           14
## 153   25           Private 177017       HS-grad            9
## 154   25           Private 253267  Some-college           10
## 155   19           Private 264390  Some-college           10
## 156   25           Private 182227       HS-grad            9
## 157   28           Private 140845          10th            6
## 158   28           Private 111696       HS-grad            9
## 159   24           Private 210029       HS-grad            9
## 160   17           Private  93235          12th            8
## 161   21           Private  52753       HS-grad            9
## 162   25           Private 117833     Bachelors           13
## 163   28           Private 129460          10th            6
## 164   27           Private 189462       Masters           14
## 165   18           Private 414721          11th            7
## 166   19                 ? 218471       HS-grad            9
## 167   21         Local-gov 102942  Some-college           10
## 168   18                 ? 261276  Some-college           10
## 169   26           Private 104834       Masters           14
## 170   27           Private  38606     Bachelors           13
## 171   25         Local-gov 190107       HS-grad            9
## 172   17         Local-gov 170916          10th            6
## 173   26           Private 149734       HS-grad            9
## 174   21         State-gov 145651  Some-college           10
## 175   25           Private 111058  Some-college           10
## 176   26  Self-emp-not-inc 221626       HS-grad            9
## 177   18           Private 166889  Some-college           10
## 178   28           Private 141957    Assoc-acdm           12
## 179   19           Private 198459       HS-grad            9
## 180   28           Private 138692     Bachelors           13
## 181   28           Private 339372     Bachelors           13
## 182   28           Private 293926       HS-grad            9
## 183   26  Self-emp-not-inc 177858     Bachelors           13
## 184   19           Private 124486          12th            8
## 185   27           Private  87006  Some-college           10
## 186   21                 ?  40052  Some-college           10
## 187   22           Private 119592    Assoc-acdm           12
## 188   28           Private 251905   Prof-school           15
## 189   18           Private 404868          11th            7
## 190   18           Private  77845  Some-college           10
## 191   24           Private 216469       HS-grad            9
## 192   19                 ? 278220  Some-college           10
## 193   25           Private 122489     Bachelors           13
## 194   17       Federal-gov  99893          11th            7
## 195   22                 ? 236330  Some-college           10
## 196   17           Private 218361          10th            6
## 197   19           Private 243941  Some-college           10
## 198   21           Private 377931  Some-college           10
## 199   23           Private 151910     Bachelors           13
## 200   18                 ? 171964       HS-grad            9
## 201   23         Local-gov 442359     Bachelors           13
## 202   27           Private 132805          10th            6
## 203   27  Self-emp-not-inc 151402       HS-grad            9
## 204   19           Private 283945          10th            6
## 205   20           Private 289405  Some-college           10
## 206   27           Private  37250  Some-college           10
## 207   27                 ? 501172  Some-college           10
## 208   17           Private 184924           9th            5
## 209   23           Private 188545    Assoc-acdm           12
## 210   21           Private 132053  Some-college           10
## 211   19                 ? 351195           9th            5
## 212   17           Private 132680          10th            6
## 213   17           Private 116626          11th            7
## 214   20           Private  39803  Some-college           10
## 215   21           Private 301408  Some-college           10
## 216   23           Private 129767  Some-college           10
## 217   27           Private 141545       HS-grad            9
## 218   18                 ?  51574       HS-grad            9
## 219   24       Federal-gov 210736       HS-grad            9
## 220   26           Private 366219       HS-grad            9
## 221   27           Private 215504     Bachelors           13
## 222   23           Private 143003       Masters           14
## 223   21           Private 387335  Some-college           10
## 224   20                 ? 369678          12th            8
## 225   26                 ? 370727     Bachelors           13
## 226   28           Private 191088       HS-grad            9
## 227   21           Private 211968  Some-college           10
## 228   18           Private  41381       HS-grad            9
## 229   30           Private 117747       HS-grad            9
## 230   27           Private 124953       HS-grad            9
## 231   38           Private 179488  Some-college           10
## 232   28           Private 166481       7th-8th            4
## 233   28                 ? 123147  Some-college           10
## 234   36       Federal-gov 255191       Masters           14
## 235   27           Private 116358  Some-college           10
## 236   37           Private  22463     Assoc-voc           11
## 237   31           Private 118710       Masters           14
## 238   31           Private 243605     Bachelors           13
## 239   28           Private 196690     Assoc-voc           11
## 240   32           Private 110331       HS-grad            9
## 241   36      Self-emp-inc 108293     Bachelors           13
## 242   36           Private 156667     Bachelors           13
## 243   35           Private 199352   Prof-school           15
## 244   38           Private 132879       HS-grad            9
## 245   27           Private 137645     Bachelors           13
## 246   29      Self-emp-inc 260729       HS-grad            9
## 247   28  Self-emp-not-inc 218555  Some-college           10
## 248   38           Private 189623     Bachelors           13
## 249   35           Private  67728  Some-college           10
## 250   30           Private  57651       HS-grad            9
## 251   35           Private 187119     Bachelors           13
## 252   37           Private 188540       HS-grad            9
## 253   37           Private 171150       HS-grad            9
## 254   34         Local-gov  62463  Some-college           10
## 255   29           Private 149943  Some-college           10
## 256   30           Private 204374     Bachelors           13
## 257   37           Private 329980       Masters           14
## 258   31           Private 331065     Bachelors           13
## 259   30           Private 212237     Bachelors           13
## 260   32           Private 211699    Assoc-acdm           12
## 261   28           Private 303954       HS-grad            9
## 262   37           Private  35330       HS-grad            9
## 263   38       Federal-gov 338320   Prof-school           15
## 264   38         Local-gov 123983     Bachelors           13
## 265   35           Private 111387  Some-college           10
## 266   31  Self-emp-not-inc 161745     Bachelors           13
## 267   34           Private 271933     Bachelors           13
## 268   30         State-gov 199539       HS-grad            9
## 269   31           Private  59083  Some-college           10
## 270   33         Local-gov 262042       HS-grad            9
## 271   31           Private 327825       HS-grad            9
## 272   32           Private 295589       Masters           14
## 273   38           Private 278924     Bachelors           13
## 274   31           Private 207537       HS-grad            9
## 275   34           Private 223212     Bachelors           13
## 276   32           Private  43403  Some-college           10
## 277   30                 ?  96851  Some-college           10
## 278   32           Private 130304       HS-grad            9
## 279   37           Private 262409       Masters           14
## 280   34           Private  80933       HS-grad            9
## 281   28           Private 241895       HS-grad            9
## 282   38           Private 234901       Masters           14
## 283   28         Local-gov 154863       HS-grad            9
## 284   33      Self-emp-inc 117963    Assoc-acdm           12
## 285   37           Private 295949       HS-grad            9
## 286   36           Private 183612       HS-grad            9
## 287   35           Private 152909     Bachelors           13
## 288   33           Private 288825       HS-grad            9
## 289   34           Private 119422     Assoc-voc           11
## 290   27       Federal-gov 469705       HS-grad            9
## 291   31  Self-emp-not-inc 348038     Bachelors           13
## 292   35           Private 340110     Bachelors           13
## 293   34           Private 299635       Masters           14
## 294   34           Private 155343       HS-grad            9
## 295   31           Private 260782  Some-college           10
## 296   30         Local-gov 226443       Masters           14
## 297   30           Private 174789    Assoc-acdm           12
## 298   32         State-gov 182556     Bachelors           13
## 299   36           Private 398931     Bachelors           13
## 300   31           Private  47296  Some-college           10
## 301   30           Private 315640     Doctorate           16
## 302   28         Local-gov 250135       Masters           14
## 303   28           Private 273929       HS-grad            9
## 304   27      Self-emp-inc  64379       HS-grad            9
## 305   33           Private 100135       HS-grad            9
## 306   35           Private  40135  Some-college           10
## 307   29         State-gov 188986     Assoc-voc           11
## 308   28           Private 183780       HS-grad            9
## 309   34           Private 181091     Bachelors           13
## 310   30  Self-emp-not-inc 257295  Some-college           10
## 311   38           Private 169926    Assoc-acdm           12
## 312   30           Private 220148       HS-grad            9
## 313   38  Self-emp-not-inc 164526   Prof-school           15
## 314   34         Local-gov 210164  Some-college           10
## 315   31           Private 106753     Assoc-voc           11
## 316   37      Self-emp-inc 107164          10th            6
## 317   36  Self-emp-not-inc 283122       HS-grad            9
## 318   32           Private 116539     Bachelors           13
## 319   34  Self-emp-not-inc  77209       HS-grad            9
## 320   30           Private 177216   Prof-school           15
## 321   38           Private 175360          10th            6
## 322   33           Private 111567       Masters           14
## 323   31         State-gov 181824     Bachelors           13
## 324   31           Private  37546     Bachelors           13
## 325   31           Private 291052  Some-college           10
## 326   33         Local-gov 173005     Bachelors           13
## 327   35           Private 108293  Some-college           10
## 328   27           Private 151382       7th-8th            4
## 329   36         State-gov 112497     Bachelors           13
## 330   38           Private 101978  Some-college           10
## 331   37         Local-gov 218184     Bachelors           13
## 332   29           Private 183009     Bachelors           13
## 333   34           Private 182274  Some-college           10
## 334   37           Private  99146     Bachelors           13
## 335   32       Federal-gov 148138     Bachelors           13
## 336   38           Private 193026       HS-grad            9
## 337   37           Private 176756  Some-college           10
## 338   35           Private  54317       HS-grad            9
## 339   31           Private 339482       HS-grad            9
## 340   27           Private 175387     Bachelors           13
## 341   31           Private 120672          11th            7
## 342   29           Private  81648       HS-grad            9
## 343   33           Private 112115     Bachelors           13
## 344   35           Private 148581       HS-grad            9
## 345   34           Private 195136     Bachelors           13
## 346   30           Private  97933    Assoc-acdm           12
## 347   31           Private 255004     Bachelors           13
## 348   29           Private 147755  Some-college           10
## 349   28         Local-gov 304960    Assoc-acdm           12
## 350   32           Private 102858    Assoc-acdm           12
## 351   32           Private 105938       HS-grad            9
## 352   31           Private 273324  Some-college           10
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## 1403  66      Self-emp-inc 253741       HS-grad            9
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## 1468  47       Federal-gov  20956     Bachelors           13
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## 1509  51  Self-emp-not-inc 268639  Some-college           10
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## 1575  71      Self-emp-inc  66624     Bachelors           13
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## 1612  54      Self-emp-inc 206964  Some-college           10
## 1613  63                 ?  83043     Bachelors           13
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## 1624  49           Private 165953       HS-grad            9
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## 1627  47           Private 239865       HS-grad            9
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## 1654  59      Self-emp-inc 122390  Some-college           10
## 1655  53           Private 208321       HS-grad            9
## 1656  47         Local-gov 154033  Some-college           10
## 1657  50  Self-emp-not-inc  42402   Prof-school           15
## 1658  51           Private 210940       HS-grad            9
## 1659  57           Private 140426     Doctorate           16
## 1660  47           Private 144351       HS-grad            9
## 1661  55           Private  41108  Some-college           10
## 1662  68         Local-gov 144761       HS-grad            9
## 1663  57           Private  64960     Assoc-voc           11
## 1664  48           Private 121253     Bachelors           13
## 1665  59           Private 314149     Assoc-voc           11
## 1666  54           Private 308087  Some-college           10
## 1667  50                 ? 204577     Bachelors           13
## 1668  55           Private 110748     Bachelors           13
## 1669  52           Private 117496     Bachelors           13
## 1670  57  Self-emp-not-inc 118806       1st-4th            2
## 1671  73           Private 147551  Some-college           10
## 1672  55         Local-gov 176046       Masters           14
## 1673  47  Self-emp-not-inc 355978     Doctorate           16
## 1674  55           Private 368797       Masters           14
## 1675  64      Self-emp-inc 161325    Assoc-acdm           12
## 1676  55           Private 359972     Bachelors           13
## 1677  62  Self-emp-not-inc 197353       HS-grad            9
## 1678  74  Self-emp-not-inc 292915     Bachelors           13
## 1679  49         Local-gov 298445   Prof-school           15
## 1680  54           Private  35576  Some-college           10
## 1681  66         State-gov 132055       HS-grad            9
## 1682  54           Private 172962     Bachelors           13
## 1683  50  Self-emp-not-inc 371305       HS-grad            9
## 1684  60           Private 162347   Prof-school           15
## 1685  62           Private  81116  Some-college           10
## 1686  53           Private 110977       Masters           14
## 1687  66                 ? 186061  Some-college           10
## 1688  61         State-gov 379885     Doctorate           16
## 1689  60           Private  75726       HS-grad            9
## 1690  61           Private 115023     Assoc-voc           11
## 1691  52      Self-emp-inc 230767     Bachelors           13
## 1692  53         Local-gov 137250       Masters           14
## 1693  49           Private  34545  Some-college           10
## 1694  47  Self-emp-not-inc 107231    Assoc-acdm           12
## 1695  52  Self-emp-not-inc  34973       HS-grad            9
## 1696  70      Self-emp-inc 207938     Bachelors           13
## 1697  59  Self-emp-not-inc  56392  Some-college           10
## 1698  57  Self-emp-not-inc 413373     Doctorate           16
## 1699  50           Private 102346     Bachelors           13
## 1700  63         State-gov 216871  Some-college           10
## 1701  61           Private 181219     Bachelors           13
## 1702  50           Private 102615       HS-grad            9
## 1703  49         Local-gov  78859       Masters           14
## 1704  47           Private 148995     Bachelors           13
## 1705  50      Self-emp-inc  52565  Some-college           10
## 1706  52           Private 208630       HS-grad            9
## 1707  61           Private 179743       HS-grad            9
## 1708  48           Private 109814   Prof-school           15
## 1709  48           Private 175070       HS-grad            9
## 1710  50      Self-emp-inc 121441          11th            7
## 1711  50  Self-emp-not-inc 240922    Assoc-acdm           12
## 1712  47      Self-emp-inc 102308   Prof-school           15
## 1713  47         Local-gov 324791       Masters           14
## 1714  60           Private 127084       HS-grad            9
## 1715  65         Local-gov 103153       7th-8th            4
## 1716  54           Private 161691       Masters           14
## 1717  53         Local-gov 186303  Some-college           10
## 1718  53           Private 304504  Some-college           10
## 1719  61           Private 190682       HS-grad            9
##                     marital         occupation    relationship
## 1             Never-married       Adm-clerical       Own-child
## 2             Never-married      Other-service   Not-in-family
## 3             Never-married      Other-service   Not-in-family
## 4             Never-married     Prof-specialty   Not-in-family
## 5        Married-civ-spouse  Handlers-cleaners         Husband
## 6        Married-civ-spouse                  ?            Wife
## 7             Never-married       Craft-repair       Own-child
## 8     Married-spouse-absent                  ?       Own-child
## 9             Never-married  Machine-op-inspct   Not-in-family
## 10       Married-civ-spouse       Adm-clerical         Husband
## 11            Never-married  Machine-op-inspct   Not-in-family
## 12            Never-married      Other-service       Own-child
## 13            Never-married      Other-service       Own-child
## 14            Never-married                  ?       Unmarried
## 15            Never-married              Sales   Not-in-family
## 16            Never-married   Transport-moving   Not-in-family
## 17       Married-civ-spouse       Craft-repair         Husband
## 18            Never-married    Exec-managerial       Own-child
## 19            Never-married     Prof-specialty   Not-in-family
## 20            Never-married      Other-service   Not-in-family
## 21       Married-civ-spouse       Craft-repair         Husband
## 22            Never-married              Sales       Own-child
## 23       Married-civ-spouse  Machine-op-inspct         Husband
## 24            Never-married  Handlers-cleaners       Own-child
## 25            Never-married  Machine-op-inspct   Not-in-family
## 26            Never-married     Prof-specialty   Not-in-family
## 27            Never-married       Adm-clerical   Not-in-family
## 28            Never-married              Sales       Own-child
## 29            Never-married    Farming-fishing       Own-child
## 30            Never-married  Machine-op-inspct       Own-child
## 31            Never-married    Exec-managerial   Not-in-family
## 32       Married-civ-spouse              Sales         Husband
## 33            Never-married    Protective-serv  Other-relative
## 34            Never-married     Prof-specialty   Not-in-family
## 35            Never-married       Tech-support       Own-child
## 36            Never-married       Craft-repair   Not-in-family
## 37            Never-married              Sales       Own-child
## 38            Never-married     Prof-specialty   Not-in-family
## 39            Never-married      Other-service       Unmarried
## 40            Never-married       Tech-support   Not-in-family
## 41            Never-married       Craft-repair       Own-child
## 42       Married-civ-spouse     Prof-specialty            Wife
## 43       Married-civ-spouse              Sales         Husband
## 44       Married-civ-spouse       Craft-repair         Husband
## 45            Never-married       Adm-clerical       Own-child
## 46       Married-civ-spouse       Adm-clerical  Other-relative
## 47       Married-civ-spouse   Transport-moving         Husband
## 48            Never-married       Craft-repair       Own-child
## 49       Married-civ-spouse       Adm-clerical         Husband
## 50            Never-married      Other-service       Own-child
## 51            Never-married   Transport-moving       Own-child
## 52       Married-civ-spouse     Prof-specialty         Husband
## 53       Married-civ-spouse  Handlers-cleaners         Husband
## 54            Never-married                  ?       Own-child
## 55                Separated      Other-service   Not-in-family
## 56            Never-married    Exec-managerial  Other-relative
## 57            Never-married    Exec-managerial   Not-in-family
## 58                 Divorced  Machine-op-inspct       Unmarried
## 59            Never-married              Sales   Not-in-family
## 60            Never-married                  ?       Own-child
## 61            Never-married    Priv-house-serv  Other-relative
## 62            Never-married     Prof-specialty       Own-child
## 63            Never-married    Exec-managerial   Not-in-family
## 64    Married-spouse-absent  Machine-op-inspct   Not-in-family
## 65            Never-married                  ?       Own-child
## 66            Never-married      Other-service       Own-child
## 67            Never-married       Adm-clerical   Not-in-family
## 68    Married-spouse-absent              Sales       Own-child
## 69            Never-married              Sales   Not-in-family
## 70       Married-civ-spouse   Transport-moving         Husband
## 71            Never-married       Craft-repair       Own-child
## 72            Never-married                  ?       Own-child
## 73            Never-married    Exec-managerial       Own-child
## 74            Never-married       Adm-clerical   Not-in-family
## 75       Married-civ-spouse    Protective-serv         Husband
## 76            Never-married      Other-service   Not-in-family
## 77            Never-married       Tech-support       Own-child
## 78            Never-married              Sales   Not-in-family
## 79            Never-married                  ?       Own-child
## 80            Never-married       Adm-clerical       Own-child
## 81                  Widowed       Craft-repair       Unmarried
## 82            Never-married                  ?       Own-child
## 83       Married-civ-spouse     Prof-specialty         Husband
## 84            Never-married       Adm-clerical       Own-child
## 85       Married-civ-spouse       Craft-repair         Husband
## 86            Never-married  Handlers-cleaners       Own-child
## 87            Never-married       Tech-support   Not-in-family
## 88            Never-married    Exec-managerial   Not-in-family
## 89            Never-married    Protective-serv   Not-in-family
## 90            Never-married       Tech-support   Not-in-family
## 91       Married-civ-spouse    Exec-managerial         Husband
## 92       Married-civ-spouse       Adm-clerical            Wife
## 93            Never-married              Sales   Not-in-family
## 94            Never-married      Other-service   Not-in-family
## 95            Never-married      Other-service   Not-in-family
## 96            Never-married       Craft-repair   Not-in-family
## 97            Never-married    Farming-fishing   Not-in-family
## 98    Married-spouse-absent              Sales   Not-in-family
## 99            Never-married       Adm-clerical       Own-child
## 100      Married-civ-spouse     Prof-specialty            Wife
## 101           Never-married    Exec-managerial       Own-child
## 102      Married-civ-spouse    Exec-managerial         Husband
## 103           Never-married     Prof-specialty       Own-child
## 104           Never-married              Sales       Own-child
## 105           Never-married              Sales   Not-in-family
## 106           Never-married       Craft-repair       Own-child
## 107      Married-civ-spouse       Craft-repair       Own-child
## 108           Never-married      Other-service       Own-child
## 109      Married-civ-spouse     Prof-specialty            Wife
## 110           Never-married     Prof-specialty   Not-in-family
## 111           Never-married    Exec-managerial   Not-in-family
## 112           Never-married     Prof-specialty       Own-child
## 113      Married-civ-spouse  Machine-op-inspct         Husband
## 114           Never-married              Sales   Not-in-family
## 115      Married-civ-spouse  Machine-op-inspct         Husband
## 116           Never-married      Other-service       Own-child
## 117           Never-married       Craft-repair   Not-in-family
## 118      Married-civ-spouse       Adm-clerical            Wife
## 119           Never-married    Exec-managerial   Not-in-family
## 120           Never-married       Adm-clerical   Not-in-family
## 121      Married-civ-spouse                  ?         Husband
## 122      Married-civ-spouse    Exec-managerial         Husband
## 123           Never-married    Exec-managerial   Not-in-family
## 124      Married-civ-spouse              Sales         Husband
## 125           Never-married                  ?       Own-child
## 126           Never-married       Craft-repair       Own-child
## 127           Never-married       Craft-repair   Not-in-family
## 128           Never-married    Exec-managerial   Not-in-family
## 129      Married-civ-spouse       Adm-clerical         Husband
## 130           Never-married      Other-service  Other-relative
## 131           Never-married              Sales   Not-in-family
## 132      Married-civ-spouse       Craft-repair         Husband
## 133               Separated    Exec-managerial       Own-child
## 134   Married-spouse-absent  Handlers-cleaners       Own-child
## 135      Married-civ-spouse  Machine-op-inspct         Husband
## 136      Married-civ-spouse       Craft-repair         Husband
## 137      Married-civ-spouse              Sales         Husband
## 138           Never-married  Handlers-cleaners       Own-child
## 139           Never-married       Adm-clerical       Own-child
## 140           Never-married       Craft-repair       Own-child
## 141           Never-married       Craft-repair   Not-in-family
## 142      Married-civ-spouse     Prof-specialty         Husband
## 143                Divorced       Tech-support       Own-child
## 144                Divorced    Protective-serv       Own-child
## 145           Never-married                  ?       Own-child
## 146           Never-married      Other-service       Own-child
## 147           Never-married      Other-service       Own-child
## 148      Married-civ-spouse              Sales         Husband
## 149           Never-married       Craft-repair   Not-in-family
## 150           Never-married   Transport-moving   Not-in-family
## 151           Never-married     Prof-specialty       Own-child
## 152      Married-civ-spouse     Prof-specialty         Husband
## 153           Never-married              Sales   Not-in-family
## 154      Married-civ-spouse       Adm-clerical         Husband
## 155           Never-married       Adm-clerical       Own-child
## 156      Married-civ-spouse       Craft-repair         Husband
## 157           Never-married  Machine-op-inspct   Not-in-family
## 158               Separated       Craft-repair   Not-in-family
## 159           Never-married       Adm-clerical   Not-in-family
## 160           Never-married      Other-service       Own-child
## 161           Never-married       Craft-repair   Not-in-family
## 162           Never-married     Prof-specialty   Not-in-family
## 163                 Widowed       Adm-clerical       Unmarried
## 164           Never-married     Prof-specialty   Not-in-family
## 165           Never-married      Other-service       Own-child
## 166           Never-married                  ?       Own-child
## 167           Never-married      Other-service   Not-in-family
## 168           Never-married                  ?       Own-child
## 169           Never-married     Prof-specialty   Not-in-family
## 170           Never-married              Sales   Not-in-family
## 171           Never-married    Farming-fishing       Own-child
## 172           Never-married    Protective-serv       Own-child
## 173               Separated       Craft-repair       Unmarried
## 174           Never-married              Sales       Own-child
## 175           Never-married       Adm-clerical   Not-in-family
## 176      Married-civ-spouse      Other-service            Wife
## 177           Never-married  Handlers-cleaners       Own-child
## 178      Married-civ-spouse       Tech-support         Husband
## 179           Never-married       Adm-clerical       Own-child
## 180      Married-civ-spouse     Prof-specialty         Husband
## 181           Never-married       Adm-clerical   Not-in-family
## 182      Married-civ-spouse       Craft-repair         Husband
## 183                Divorced    Exec-managerial   Not-in-family
## 184           Never-married      Other-service       Own-child
## 185      Married-civ-spouse       Adm-clerical            Wife
## 186           Never-married                  ?   Not-in-family
## 187           Never-married  Handlers-cleaners   Not-in-family
## 188           Never-married     Prof-specialty   Not-in-family
## 189           Never-married              Sales       Own-child
## 190           Never-married       Adm-clerical       Own-child
## 191      Married-civ-spouse  Machine-op-inspct         Husband
## 192           Never-married                  ?       Own-child
## 193           Never-married    Exec-managerial       Own-child
## 194           Never-married       Adm-clerical   Not-in-family
## 195           Never-married                  ?       Own-child
## 196           Never-married      Other-service       Own-child
## 197           Never-married              Sales       Own-child
## 198      Married-civ-spouse    Exec-managerial         Husband
## 199           Never-married  Machine-op-inspct       Own-child
## 200           Never-married                  ?       Own-child
## 201           Never-married     Prof-specialty   Not-in-family
## 202           Never-married              Sales  Other-relative
## 203      Married-civ-spouse    Farming-fishing         Husband
## 204           Never-married  Handlers-cleaners  Other-relative
## 205           Never-married              Sales       Own-child
## 206      Married-civ-spouse  Machine-op-inspct         Husband
## 207      Married-civ-spouse                  ?         Husband
## 208           Never-married  Handlers-cleaners       Own-child
## 209           Never-married       Adm-clerical       Own-child
## 210           Never-married       Adm-clerical       Own-child
## 211           Never-married                  ?  Other-relative
## 212           Never-married      Other-service       Own-child
## 213           Never-married  Handlers-cleaners       Own-child
## 214           Never-married      Other-service       Own-child
## 215           Never-married              Sales       Own-child
## 216           Never-married       Adm-clerical   Not-in-family
## 217      Married-civ-spouse   Transport-moving         Husband
## 218           Never-married                  ?       Own-child
## 219           Never-married       Adm-clerical   Not-in-family
## 220      Married-civ-spouse       Craft-repair         Husband
## 221      Married-civ-spouse              Sales         Husband
## 222      Married-civ-spouse     Prof-specialty         Husband
## 223           Never-married       Tech-support       Own-child
## 224           Never-married                  ?   Not-in-family
## 225      Married-civ-spouse                  ?            Wife
## 226                Divorced      Other-service   Not-in-family
## 227           Never-married              Sales       Own-child
## 228           Never-married              Sales       Own-child
## 229      Married-civ-spouse              Sales            Wife
## 230           Never-married      Other-service   Not-in-family
## 231                Divorced       Craft-repair   Not-in-family
## 232      Married-civ-spouse  Handlers-cleaners         Husband
## 233      Married-civ-spouse                  ?            Wife
## 234           Never-married     Prof-specialty   Not-in-family
## 235           Never-married       Craft-repair       Own-child
## 236      Married-civ-spouse       Craft-repair         Husband
## 237      Married-civ-spouse       Tech-support         Husband
## 238                 Widowed              Sales       Unmarried
## 239           Never-married  Machine-op-inspct   Not-in-family
## 240      Married-civ-spouse    Exec-managerial         Husband
## 241      Married-civ-spouse    Exec-managerial            Wife
## 242      Married-civ-spouse     Prof-specialty         Husband
## 243      Married-civ-spouse     Prof-specialty         Husband
## 244      Married-civ-spouse       Craft-repair         Husband
## 245           Never-married              Sales   Not-in-family
## 246      Married-civ-spouse              Sales            Wife
## 247           Never-married   Transport-moving   Not-in-family
## 248      Married-civ-spouse     Prof-specialty         Husband
## 249      Married-civ-spouse       Craft-repair         Husband
## 250           Never-married       Adm-clerical       Unmarried
## 251                Divorced              Sales   Not-in-family
## 252      Married-civ-spouse    Exec-managerial         Husband
## 253      Married-civ-spouse    Exec-managerial         Husband
## 254      Married-civ-spouse   Transport-moving         Husband
## 255           Never-married      Other-service   Not-in-family
## 256           Never-married              Sales   Not-in-family
## 257      Married-civ-spouse    Exec-managerial         Husband
## 258           Never-married    Exec-managerial   Not-in-family
## 259      Married-civ-spouse     Prof-specialty         Husband
## 260      Married-civ-spouse    Exec-managerial            Wife
## 261      Married-civ-spouse       Craft-repair         Husband
## 262                Divorced       Craft-repair   Not-in-family
## 263      Married-civ-spouse     Prof-specialty         Husband
## 264           Never-married    Exec-managerial       Unmarried
## 265      Married-civ-spouse  Handlers-cleaners         Husband
## 266   Married-spouse-absent    Exec-managerial   Not-in-family
## 267           Never-married    Exec-managerial  Other-relative
## 268      Married-civ-spouse       Adm-clerical         Husband
## 269      Married-civ-spouse      Other-service         Husband
## 270                Divorced       Adm-clerical       Own-child
## 271               Separated  Machine-op-inspct       Unmarried
## 272      Married-civ-spouse    Exec-managerial         Husband
## 273      Married-civ-spouse    Exec-managerial         Husband
## 274                Divorced       Craft-repair       Own-child
## 275      Married-civ-spouse     Prof-specialty         Husband
## 276                Divorced    Farming-fishing   Not-in-family
## 277           Never-married                  ?   Not-in-family
## 278      Married-civ-spouse     Prof-specialty         Husband
## 279                Divorced    Exec-managerial       Unmarried
## 280      Married-civ-spouse       Craft-repair         Husband
## 281      Married-civ-spouse              Sales         Husband
## 282      Married-civ-spouse    Exec-managerial         Husband
## 283           Never-married    Protective-serv  Other-relative
## 284      Married-civ-spouse    Exec-managerial         Husband
## 285      Married-civ-spouse       Craft-repair         Husband
## 286      Married-civ-spouse     Prof-specialty         Husband
## 287      Married-civ-spouse    Exec-managerial         Husband
## 288                Divorced       Craft-repair   Not-in-family
## 289      Married-civ-spouse  Machine-op-inspct         Husband
## 290           Never-married       Craft-repair   Not-in-family
## 291      Married-civ-spouse     Prof-specialty         Husband
## 292      Married-civ-spouse    Exec-managerial         Husband
## 293      Married-civ-spouse    Exec-managerial         Husband
## 294      Married-civ-spouse       Craft-repair         Husband
## 295      Married-civ-spouse   Transport-moving         Husband
## 296      Married-civ-spouse     Prof-specialty         Husband
## 297      Married-civ-spouse    Exec-managerial         Husband
## 298      Married-civ-spouse    Protective-serv         Husband
## 299      Married-civ-spouse     Prof-specialty         Husband
## 300      Married-civ-spouse       Adm-clerical            Wife
## 301      Married-civ-spouse     Prof-specialty         Husband
## 302      Married-civ-spouse     Prof-specialty            Wife
## 303      Married-civ-spouse              Sales         Husband
## 304      Married-civ-spouse       Craft-repair         Husband
## 305      Married-civ-spouse       Adm-clerical            Wife
## 306      Married-civ-spouse  Handlers-cleaners         Husband
## 307           Never-married       Tech-support   Not-in-family
## 308      Married-civ-spouse   Transport-moving         Husband
## 309      Married-civ-spouse    Exec-managerial         Husband
## 310           Never-married              Sales  Other-relative
## 311      Married-civ-spouse    Exec-managerial            Wife
## 312      Married-civ-spouse       Craft-repair         Husband
## 313           Never-married     Prof-specialty   Not-in-family
## 314      Married-civ-spouse       Craft-repair         Husband
## 315      Married-civ-spouse       Craft-repair         Husband
## 316           Never-married   Transport-moving   Not-in-family
## 317      Married-civ-spouse    Farming-fishing         Husband
## 318      Married-civ-spouse    Exec-managerial         Husband
## 319      Married-civ-spouse              Sales         Husband
## 320      Married-civ-spouse     Prof-specialty         Husband
## 321           Never-married     Prof-specialty   Not-in-family
## 322      Married-civ-spouse    Exec-managerial         Husband
## 323      Married-civ-spouse     Prof-specialty            Wife
## 324      Married-civ-spouse    Exec-managerial            Wife
## 325      Married-civ-spouse       Adm-clerical         Husband
## 326      Married-civ-spouse       Adm-clerical         Husband
## 327           Never-married       Adm-clerical       Own-child
## 328                Divorced  Machine-op-inspct       Unmarried
## 329                Divorced     Prof-specialty   Not-in-family
## 330               Separated  Machine-op-inspct   Not-in-family
## 331      Married-civ-spouse     Prof-specialty         Husband
## 332           Never-married     Prof-specialty   Not-in-family
## 333      Married-civ-spouse    Exec-managerial            Wife
## 334      Married-civ-spouse    Exec-managerial         Husband
## 335      Married-civ-spouse     Prof-specialty         Husband
## 336           Never-married      Other-service       Unmarried
## 337      Married-civ-spouse       Adm-clerical         Husband
## 338      Married-civ-spouse    Farming-fishing         Husband
## 339      Married-civ-spouse       Craft-repair         Husband
## 340           Never-married    Exec-managerial   Not-in-family
## 341                Divorced  Handlers-cleaners  Other-relative
## 342      Married-civ-spouse              Sales         Husband
## 343      Married-civ-spouse    Exec-managerial         Husband
## 344      Married-civ-spouse       Craft-repair         Husband
## 345      Married-civ-spouse     Prof-specialty            Wife
## 346      Married-civ-spouse   Transport-moving            Wife
## 347           Never-married    Exec-managerial   Not-in-family
## 348      Married-civ-spouse       Craft-repair         Husband
## 349           Never-married       Adm-clerical   Not-in-family
## 350      Married-civ-spouse     Prof-specialty         Husband
## 351           Never-married  Machine-op-inspct       Own-child
## 352           Never-married      Other-service       Own-child
## 353      Married-civ-spouse     Prof-specialty         Husband
## 354           Never-married    Exec-managerial       Own-child
## 355      Married-civ-spouse       Craft-repair         Husband
## 356      Married-civ-spouse  Handlers-cleaners         Husband
## 357      Married-civ-spouse    Protective-serv         Husband
## 358      Married-civ-spouse     Prof-specialty         Husband
## 359           Never-married       Craft-repair   Not-in-family
## 360      Married-civ-spouse  Handlers-cleaners         Husband
## 361      Married-civ-spouse    Exec-managerial         Husband
## 362      Married-civ-spouse       Craft-repair         Husband
## 363           Never-married       Craft-repair   Not-in-family
## 364      Married-civ-spouse    Exec-managerial         Husband
## 365           Never-married              Sales   Not-in-family
## 366      Married-civ-spouse    Exec-managerial         Husband
## 367                 Widowed       Craft-repair       Unmarried
## 368      Married-civ-spouse              Sales         Husband
## 369      Married-civ-spouse     Prof-specialty         Husband
## 370           Never-married    Exec-managerial   Not-in-family
## 371      Married-civ-spouse   Transport-moving         Husband
## 372      Married-civ-spouse    Exec-managerial         Husband
## 373      Married-civ-spouse   Transport-moving         Husband
## 374      Married-civ-spouse       Craft-repair         Husband
## 375           Never-married       Tech-support   Not-in-family
## 376      Married-civ-spouse              Sales         Husband
## 377           Never-married    Exec-managerial   Not-in-family
## 378   Married-spouse-absent       Adm-clerical       Unmarried
## 379      Married-civ-spouse     Prof-specialty         Husband
## 380      Married-civ-spouse     Prof-specialty         Husband
## 381      Married-civ-spouse     Prof-specialty         Husband
## 382           Never-married  Handlers-cleaners   Not-in-family
## 383           Never-married    Protective-serv   Not-in-family
## 384           Never-married     Prof-specialty   Not-in-family
## 385      Married-civ-spouse       Craft-repair         Husband
## 386                Divorced       Adm-clerical       Unmarried
## 387      Married-civ-spouse    Exec-managerial         Husband
## 388      Married-civ-spouse              Sales         Husband
## 389           Never-married       Tech-support   Not-in-family
## 390                Divorced       Adm-clerical   Not-in-family
## 391      Married-civ-spouse   Transport-moving         Husband
## 392      Married-civ-spouse       Adm-clerical         Husband
## 393      Married-civ-spouse    Exec-managerial         Husband
## 394      Married-civ-spouse       Adm-clerical            Wife
## 395      Married-civ-spouse              Sales         Husband
## 396      Married-civ-spouse     Prof-specialty         Husband
## 397      Married-civ-spouse       Craft-repair         Husband
## 398           Never-married       Craft-repair   Not-in-family
## 399                Divorced      Other-service       Unmarried
## 400      Married-civ-spouse       Craft-repair         Husband
## 401      Married-civ-spouse     Prof-specialty         Husband
## 402      Married-civ-spouse       Adm-clerical            Wife
## 403      Married-civ-spouse       Tech-support         Husband
## 404                Divorced   Transport-moving   Not-in-family
## 405                Divorced       Craft-repair   Not-in-family
## 406      Married-civ-spouse              Sales         Husband
## 407      Married-civ-spouse       Tech-support         Husband
## 408           Never-married  Machine-op-inspct   Not-in-family
## 409           Never-married              Sales       Own-child
## 410      Married-civ-spouse     Prof-specialty            Wife
## 411      Married-civ-spouse       Craft-repair         Husband
## 412           Never-married       Adm-clerical  Other-relative
## 413      Married-civ-spouse              Sales         Husband
## 414               Separated    Exec-managerial   Not-in-family
## 415                Divorced              Sales   Not-in-family
## 416      Married-civ-spouse     Prof-specialty         Husband
## 417      Married-civ-spouse    Exec-managerial         Husband
## 418   Married-spouse-absent  Machine-op-inspct   Not-in-family
## 419      Married-civ-spouse              Sales         Husband
## 420      Married-civ-spouse              Sales         Husband
## 421      Married-civ-spouse  Machine-op-inspct         Husband
## 422           Never-married    Exec-managerial   Not-in-family
## 423      Married-civ-spouse     Prof-specialty         Husband
## 424      Married-civ-spouse              Sales         Husband
## 425      Married-civ-spouse       Craft-repair         Husband
## 426      Married-civ-spouse    Protective-serv         Husband
## 427      Married-civ-spouse              Sales         Husband
## 428      Married-civ-spouse    Exec-managerial         Husband
## 429                Divorced       Craft-repair   Not-in-family
## 430           Never-married  Handlers-cleaners   Not-in-family
## 431      Married-civ-spouse    Farming-fishing         Husband
## 432      Married-civ-spouse              Sales         Husband
## 433           Never-married     Prof-specialty   Not-in-family
## 434                 Widowed      Other-service   Not-in-family
## 435      Married-civ-spouse     Prof-specialty            Wife
## 436                Divorced              Sales       Unmarried
## 437      Married-civ-spouse    Exec-managerial         Husband
## 438           Never-married     Prof-specialty   Not-in-family
## 439           Never-married  Machine-op-inspct   Not-in-family
## 440      Married-civ-spouse    Exec-managerial            Wife
## 441      Married-civ-spouse    Exec-managerial         Husband
## 442           Never-married       Tech-support   Not-in-family
## 443           Never-married     Prof-specialty       Own-child
## 444                Divorced     Prof-specialty       Unmarried
## 445      Married-civ-spouse  Machine-op-inspct         Husband
## 446      Married-civ-spouse    Exec-managerial         Husband
## 447      Married-civ-spouse    Exec-managerial         Husband
## 448                Divorced              Sales   Not-in-family
## 449           Never-married              Sales       Own-child
## 450               Separated       Adm-clerical       Unmarried
## 451      Married-civ-spouse  Machine-op-inspct         Husband
## 452      Married-civ-spouse    Exec-managerial         Husband
## 453      Married-civ-spouse  Machine-op-inspct         Husband
## 454           Never-married       Craft-repair   Not-in-family
## 455           Never-married   Transport-moving       Own-child
## 456      Married-civ-spouse     Prof-specialty         Husband
## 457      Married-civ-spouse       Adm-clerical            Wife
## 458           Never-married    Exec-managerial   Not-in-family
## 459                Divorced       Adm-clerical       Own-child
## 460      Married-civ-spouse    Exec-managerial         Husband
## 461      Married-civ-spouse              Sales         Husband
## 462      Married-civ-spouse      Other-service            Wife
## 463           Never-married              Sales   Not-in-family
## 464      Married-civ-spouse              Sales         Husband
## 465      Married-civ-spouse                  ?            Wife
## 466                Divorced  Handlers-cleaners       Own-child
## 467      Married-civ-spouse      Other-service            Wife
## 468      Married-civ-spouse    Exec-managerial         Husband
## 469           Never-married              Sales       Unmarried
## 470           Never-married              Sales       Own-child
## 471           Never-married       Craft-repair   Not-in-family
## 472      Married-civ-spouse              Sales         Husband
## 473      Married-civ-spouse       Adm-clerical         Husband
## 474      Married-civ-spouse    Exec-managerial         Husband
## 475           Never-married     Prof-specialty   Not-in-family
## 476   Married-spouse-absent   Transport-moving  Other-relative
## 477               Separated    Exec-managerial       Own-child
## 478                Divorced              Sales   Not-in-family
## 479      Married-civ-spouse       Adm-clerical         Husband
## 480           Never-married              Sales   Not-in-family
## 481      Married-civ-spouse     Prof-specialty         Husband
## 482           Never-married              Sales   Not-in-family
## 483      Married-civ-spouse       Craft-repair         Husband
## 484                Divorced  Machine-op-inspct   Not-in-family
## 485      Married-civ-spouse       Craft-repair         Husband
## 486      Married-civ-spouse    Exec-managerial         Husband
## 487      Married-civ-spouse       Tech-support         Husband
## 488      Married-civ-spouse       Adm-clerical            Wife
## 489      Married-civ-spouse       Craft-repair         Husband
## 490           Never-married    Exec-managerial   Not-in-family
## 491      Married-civ-spouse    Exec-managerial         Husband
## 492      Married-civ-spouse    Exec-managerial         Husband
## 493      Married-civ-spouse       Craft-repair         Husband
## 494           Never-married   Transport-moving  Other-relative
## 495      Married-civ-spouse              Sales         Husband
## 496           Never-married    Protective-serv   Not-in-family
## 497      Married-civ-spouse     Prof-specialty         Husband
## 498      Married-civ-spouse   Transport-moving         Husband
## 499      Married-civ-spouse              Sales         Husband
## 500           Never-married    Exec-managerial   Not-in-family
## 501           Never-married       Craft-repair   Not-in-family
## 502      Married-civ-spouse  Machine-op-inspct         Husband
## 503      Married-civ-spouse  Handlers-cleaners         Husband
## 504           Never-married       Craft-repair   Not-in-family
## 505      Married-civ-spouse              Sales         Husband
## 506           Never-married     Prof-specialty   Not-in-family
## 507           Never-married  Machine-op-inspct  Other-relative
## 508           Never-married   Transport-moving   Not-in-family
## 509      Married-civ-spouse              Sales         Husband
## 510           Never-married    Exec-managerial  Other-relative
## 511      Married-civ-spouse    Farming-fishing            Wife
## 512      Married-civ-spouse    Exec-managerial         Husband
## 513      Married-civ-spouse       Adm-clerical            Wife
## 514      Married-civ-spouse                  ?            Wife
## 515           Never-married  Machine-op-inspct   Not-in-family
## 516               Separated       Craft-repair   Not-in-family
## 517      Married-civ-spouse    Farming-fishing         Husband
## 518      Married-civ-spouse       Craft-repair       Own-child
## 519           Never-married     Prof-specialty   Not-in-family
## 520      Married-civ-spouse              Sales         Husband
## 521      Married-civ-spouse       Tech-support         Husband
## 522           Never-married     Prof-specialty   Not-in-family
## 523      Married-civ-spouse     Prof-specialty         Husband
## 524      Married-civ-spouse     Prof-specialty         Husband
## 525                Divorced       Craft-repair   Not-in-family
## 526               Separated       Tech-support   Not-in-family
## 527           Never-married     Prof-specialty   Not-in-family
## 528                 Widowed       Adm-clerical       Unmarried
## 529      Married-civ-spouse       Craft-repair         Husband
## 530           Never-married     Prof-specialty   Not-in-family
## 531                Divorced    Protective-serv       Unmarried
## 532      Married-civ-spouse       Adm-clerical            Wife
## 533           Never-married   Transport-moving       Unmarried
## 534      Married-civ-spouse       Craft-repair         Husband
## 535      Married-civ-spouse      Other-service            Wife
## 536      Married-civ-spouse       Craft-repair         Husband
## 537      Married-civ-spouse    Exec-managerial         Husband
## 538           Never-married  Machine-op-inspct   Not-in-family
## 539      Married-civ-spouse       Craft-repair         Husband
## 540           Never-married     Prof-specialty   Not-in-family
## 541           Never-married              Sales   Not-in-family
## 542      Married-civ-spouse       Craft-repair         Husband
## 543      Married-civ-spouse       Adm-clerical         Husband
## 544      Married-civ-spouse    Exec-managerial         Husband
## 545           Never-married     Prof-specialty   Not-in-family
## 546      Married-civ-spouse     Prof-specialty         Husband
## 547      Married-civ-spouse    Exec-managerial            Wife
## 548      Married-civ-spouse     Prof-specialty         Husband
## 549      Married-civ-spouse     Prof-specialty         Husband
## 550      Married-civ-spouse       Craft-repair         Husband
## 551      Married-civ-spouse     Prof-specialty         Husband
## 552           Never-married  Machine-op-inspct   Not-in-family
## 553                Divorced  Machine-op-inspct   Not-in-family
## 554      Married-civ-spouse     Prof-specialty            Wife
## 555           Never-married   Transport-moving       Own-child
## 556      Married-civ-spouse     Prof-specialty         Husband
## 557      Married-civ-spouse    Exec-managerial         Husband
## 558      Married-civ-spouse              Sales         Husband
## 559      Married-civ-spouse    Exec-managerial         Husband
## 560      Married-civ-spouse     Prof-specialty         Husband
## 561      Married-civ-spouse       Tech-support         Husband
## 562      Married-civ-spouse   Transport-moving         Husband
## 563      Married-civ-spouse              Sales         Husband
## 564      Married-civ-spouse     Prof-specialty         Husband
## 565      Married-civ-spouse  Machine-op-inspct         Husband
## 566      Married-civ-spouse     Prof-specialty         Husband
## 567      Married-civ-spouse              Sales         Husband
## 568      Married-civ-spouse       Craft-repair         Husband
## 569           Never-married       Adm-clerical   Not-in-family
## 570      Married-civ-spouse       Craft-repair         Husband
## 571           Never-married      Other-service   Not-in-family
## 572      Married-civ-spouse       Craft-repair         Husband
## 573      Married-civ-spouse       Adm-clerical         Husband
## 574      Married-civ-spouse       Adm-clerical            Wife
## 575      Married-civ-spouse              Sales         Husband
## 576           Never-married    Exec-managerial   Not-in-family
## 577           Never-married    Protective-serv   Not-in-family
## 578           Never-married    Exec-managerial   Not-in-family
## 579           Never-married      Other-service   Not-in-family
## 580           Never-married    Exec-managerial   Not-in-family
## 581      Married-civ-spouse    Exec-managerial         Husband
## 582      Married-civ-spouse       Craft-repair         Husband
## 583      Married-civ-spouse     Prof-specialty            Wife
## 584           Never-married     Prof-specialty   Not-in-family
## 585               Separated              Sales   Not-in-family
## 586      Married-civ-spouse     Prof-specialty         Husband
## 587                Divorced              Sales   Not-in-family
## 588           Never-married              Sales   Not-in-family
## 589      Married-civ-spouse              Sales         Husband
## 590      Married-civ-spouse              Sales         Husband
## 591           Never-married     Prof-specialty   Not-in-family
## 592      Married-civ-spouse     Prof-specialty            Wife
## 593      Married-civ-spouse    Protective-serv         Husband
## 594      Married-civ-spouse    Exec-managerial         Husband
## 595      Married-civ-spouse       Adm-clerical         Husband
## 596      Married-civ-spouse    Farming-fishing         Husband
## 597      Married-civ-spouse     Prof-specialty         Husband
## 598      Married-civ-spouse       Craft-repair         Husband
## 599      Married-civ-spouse    Exec-managerial            Wife
## 600           Never-married      Other-service   Not-in-family
## 601      Married-civ-spouse    Exec-managerial         Husband
## 602      Married-civ-spouse       Tech-support         Husband
## 603               Separated              Sales   Not-in-family
## 604      Married-civ-spouse       Tech-support         Husband
## 605                Divorced              Sales       Own-child
## 606      Married-civ-spouse     Prof-specialty         Husband
## 607      Married-civ-spouse      Other-service         Husband
## 608      Married-civ-spouse       Craft-repair         Husband
## 609      Married-civ-spouse       Craft-repair   Not-in-family
## 610           Never-married    Exec-managerial   Not-in-family
## 611           Never-married  Machine-op-inspct       Own-child
## 612      Married-civ-spouse       Craft-repair         Husband
## 613           Never-married       Craft-repair   Not-in-family
## 614               Separated       Craft-repair   Not-in-family
## 615           Never-married              Sales       Own-child
## 616      Married-civ-spouse       Craft-repair         Husband
## 617      Married-civ-spouse              Sales         Husband
## 618           Never-married    Farming-fishing   Not-in-family
## 619      Married-civ-spouse     Prof-specialty            Wife
## 620      Married-civ-spouse   Transport-moving         Husband
## 621      Married-civ-spouse       Craft-repair         Husband
## 622      Married-civ-spouse              Sales         Husband
## 623                Divorced                  ?   Not-in-family
## 624      Married-civ-spouse    Exec-managerial         Husband
## 625      Married-civ-spouse    Protective-serv         Husband
## 626           Never-married       Adm-clerical       Own-child
## 627      Married-civ-spouse       Craft-repair         Husband
## 628           Never-married       Tech-support   Not-in-family
## 629           Never-married              Sales  Other-relative
## 630      Married-civ-spouse    Farming-fishing         Husband
## 631      Married-civ-spouse     Prof-specialty            Wife
## 632      Married-civ-spouse  Machine-op-inspct         Husband
## 633           Never-married  Handlers-cleaners       Unmarried
## 634      Married-civ-spouse       Adm-clerical            Wife
## 635                Divorced     Prof-specialty       Unmarried
## 636           Never-married       Craft-repair   Not-in-family
## 637      Married-civ-spouse  Machine-op-inspct         Husband
## 638      Married-civ-spouse     Prof-specialty         Husband
## 639           Never-married       Craft-repair       Own-child
## 640      Married-civ-spouse                  ?         Husband
## 641      Married-civ-spouse    Exec-managerial         Husband
## 642      Married-civ-spouse       Adm-clerical            Wife
## 643      Married-civ-spouse    Exec-managerial         Husband
## 644           Never-married     Prof-specialty   Not-in-family
## 645                Divorced    Exec-managerial   Not-in-family
## 646      Married-civ-spouse     Prof-specialty         Husband
## 647      Married-civ-spouse       Adm-clerical         Husband
## 648      Married-civ-spouse              Sales         Husband
## 649           Never-married    Exec-managerial   Not-in-family
## 650      Married-civ-spouse    Exec-managerial         Husband
## 651      Married-civ-spouse       Adm-clerical            Wife
## 652           Never-married    Exec-managerial       Unmarried
## 653           Never-married      Other-service   Not-in-family
## 654      Married-civ-spouse              Sales         Husband
## 655      Married-civ-spouse              Sales         Husband
## 656      Married-civ-spouse     Prof-specialty         Husband
## 657      Married-civ-spouse       Adm-clerical         Husband
## 658      Married-civ-spouse              Sales         Husband
## 659      Married-civ-spouse    Exec-managerial         Husband
## 660      Married-civ-spouse  Machine-op-inspct         Husband
## 661      Married-civ-spouse       Craft-repair         Husband
## 662      Married-civ-spouse    Exec-managerial         Husband
## 663      Married-civ-spouse   Transport-moving         Husband
## 664      Married-civ-spouse   Transport-moving         Husband
## 665           Never-married       Adm-clerical   Not-in-family
## 666      Married-civ-spouse       Craft-repair         Husband
## 667           Never-married              Sales   Not-in-family
## 668           Never-married     Prof-specialty   Not-in-family
## 669                Divorced      Other-service       Unmarried
## 670      Married-civ-spouse              Sales         Husband
## 671           Never-married    Exec-managerial   Not-in-family
## 672      Married-civ-spouse              Sales         Husband
## 673      Married-civ-spouse              Sales         Husband
## 674      Married-civ-spouse    Exec-managerial         Husband
## 675           Never-married     Prof-specialty   Not-in-family
## 676      Married-civ-spouse       Tech-support            Wife
## 677      Married-civ-spouse       Craft-repair         Husband
## 678                Divorced      Other-service   Not-in-family
## 679      Married-civ-spouse     Prof-specialty         Husband
## 680      Married-civ-spouse    Exec-managerial            Wife
## 681      Married-civ-spouse   Transport-moving         Husband
## 682      Married-civ-spouse              Sales         Husband
## 683      Married-civ-spouse      Other-service         Husband
## 684      Married-civ-spouse       Craft-repair         Husband
## 685      Married-civ-spouse     Prof-specialty         Husband
## 686      Married-civ-spouse       Craft-repair         Husband
## 687      Married-civ-spouse     Prof-specialty         Husband
## 688                Divorced   Transport-moving       Unmarried
## 689      Married-civ-spouse   Transport-moving         Husband
## 690                Divorced    Exec-managerial       Own-child
## 691      Married-civ-spouse     Prof-specialty            Wife
## 692      Married-civ-spouse     Prof-specialty         Husband
## 693           Never-married     Prof-specialty   Not-in-family
## 694           Never-married     Prof-specialty   Not-in-family
## 695                Divorced       Craft-repair   Not-in-family
## 696      Married-civ-spouse       Tech-support         Husband
## 697      Married-civ-spouse       Craft-repair         Husband
## 698      Married-civ-spouse     Prof-specialty            Wife
## 699                Divorced    Exec-managerial   Not-in-family
## 700                Divorced       Craft-repair   Not-in-family
## 701      Married-civ-spouse       Adm-clerical            Wife
## 702      Married-civ-spouse    Exec-managerial         Husband
## 703      Married-civ-spouse       Craft-repair         Husband
## 704      Married-civ-spouse     Prof-specialty         Husband
## 705      Married-civ-spouse       Craft-repair         Husband
## 706      Married-civ-spouse    Exec-managerial         Husband
## 707      Married-civ-spouse     Prof-specialty         Husband
## 708           Never-married              Sales   Not-in-family
## 709      Married-civ-spouse       Craft-repair         Husband
## 710      Married-civ-spouse     Prof-specialty            Wife
## 711      Married-civ-spouse    Exec-managerial         Husband
## 712      Married-civ-spouse     Prof-specialty         Husband
## 713      Married-civ-spouse     Prof-specialty         Husband
## 714      Married-civ-spouse              Sales         Husband
## 715                Divorced    Exec-managerial  Other-relative
## 716      Married-civ-spouse       Craft-repair         Husband
## 717      Married-civ-spouse       Craft-repair         Husband
## 718      Married-civ-spouse       Craft-repair         Husband
## 719      Married-civ-spouse    Exec-managerial         Husband
## 720      Married-civ-spouse  Machine-op-inspct            Wife
## 721      Married-civ-spouse    Exec-managerial         Husband
## 722      Married-civ-spouse    Exec-managerial         Husband
## 723      Married-civ-spouse    Exec-managerial         Husband
## 724      Married-civ-spouse       Craft-repair         Husband
## 725      Married-civ-spouse    Exec-managerial         Husband
## 726      Married-civ-spouse  Handlers-cleaners         Husband
## 727      Married-civ-spouse    Exec-managerial         Husband
## 728      Married-civ-spouse    Exec-managerial         Husband
## 729      Married-civ-spouse       Craft-repair         Husband
## 730      Married-civ-spouse       Adm-clerical            Wife
## 731                Divorced       Craft-repair   Not-in-family
## 732      Married-civ-spouse     Prof-specialty         Husband
## 733      Married-civ-spouse     Prof-specialty         Husband
## 734           Never-married    Exec-managerial       Unmarried
## 735      Married-civ-spouse              Sales         Husband
## 736      Married-civ-spouse    Exec-managerial         Husband
## 737                Divorced    Exec-managerial   Not-in-family
## 738           Never-married                  ?   Not-in-family
## 739                Divorced    Exec-managerial       Unmarried
## 740                Divorced              Sales   Not-in-family
## 741      Married-civ-spouse              Sales         Husband
## 742      Married-civ-spouse    Exec-managerial         Husband
## 743           Never-married       Tech-support   Not-in-family
## 744      Married-civ-spouse    Exec-managerial         Husband
## 745      Married-civ-spouse     Prof-specialty         Husband
## 746                Divorced     Prof-specialty       Unmarried
## 747      Married-civ-spouse      Other-service         Husband
## 748           Never-married     Prof-specialty   Not-in-family
## 749                 Widowed    Exec-managerial       Unmarried
## 750      Married-civ-spouse     Prof-specialty         Husband
## 751      Married-civ-spouse       Tech-support         Husband
## 752      Married-civ-spouse    Exec-managerial         Husband
## 753      Married-civ-spouse    Exec-managerial         Husband
## 754      Married-civ-spouse    Farming-fishing         Husband
## 755      Married-civ-spouse    Exec-managerial         Husband
## 756      Married-civ-spouse              Sales         Husband
## 757                Divorced    Exec-managerial       Unmarried
## 758      Married-civ-spouse       Adm-clerical            Wife
## 759      Married-civ-spouse    Exec-managerial         Husband
## 760      Married-civ-spouse    Protective-serv         Husband
## 761      Married-civ-spouse              Sales         Husband
## 762      Married-civ-spouse     Prof-specialty         Husband
## 763                Divorced    Exec-managerial       Unmarried
## 764      Married-civ-spouse     Prof-specialty            Wife
## 765      Married-civ-spouse    Exec-managerial         Husband
## 766      Married-civ-spouse     Prof-specialty         Husband
## 767      Married-civ-spouse              Sales         Husband
## 768      Married-civ-spouse              Sales         Husband
## 769      Married-civ-spouse       Tech-support         Husband
## 770                Divorced     Prof-specialty   Not-in-family
## 771      Married-civ-spouse   Transport-moving         Husband
## 772      Married-civ-spouse       Craft-repair         Husband
## 773      Married-civ-spouse     Prof-specialty         Husband
## 774      Married-civ-spouse    Exec-managerial         Husband
## 775      Married-civ-spouse       Craft-repair         Husband
## 776      Married-civ-spouse       Tech-support         Husband
## 777      Married-civ-spouse    Exec-managerial         Husband
## 778           Never-married       Adm-clerical       Own-child
## 779                Divorced              Sales       Unmarried
## 780      Married-civ-spouse       Adm-clerical         Husband
## 781                Divorced     Prof-specialty       Unmarried
## 782      Married-civ-spouse    Exec-managerial         Husband
## 783      Married-civ-spouse       Tech-support         Husband
## 784                Divorced              Sales   Not-in-family
## 785           Never-married     Prof-specialty   Not-in-family
## 786      Married-civ-spouse    Exec-managerial            Wife
## 787      Married-civ-spouse       Adm-clerical         Husband
## 788      Married-civ-spouse     Prof-specialty         Husband
## 789      Married-civ-spouse     Prof-specialty         Husband
## 790      Married-civ-spouse    Protective-serv         Husband
## 791                Divorced       Adm-clerical   Not-in-family
## 792           Never-married       Craft-repair       Unmarried
## 793      Married-civ-spouse    Exec-managerial            Wife
## 794           Never-married     Prof-specialty   Not-in-family
## 795      Married-civ-spouse    Exec-managerial         Husband
## 796           Never-married   Transport-moving   Not-in-family
## 797      Married-civ-spouse     Prof-specialty            Wife
## 798           Never-married       Tech-support   Not-in-family
## 799      Married-civ-spouse   Transport-moving         Husband
## 800      Married-civ-spouse    Exec-managerial         Husband
## 801           Never-married     Prof-specialty   Not-in-family
## 802                Divorced  Machine-op-inspct   Not-in-family
## 803           Never-married     Prof-specialty   Not-in-family
## 804      Married-civ-spouse     Prof-specialty         Husband
## 805      Married-civ-spouse    Protective-serv         Husband
## 806                Divorced       Craft-repair   Not-in-family
## 807           Never-married    Exec-managerial   Not-in-family
## 808                Divorced       Craft-repair   Not-in-family
## 809      Married-civ-spouse    Protective-serv         Husband
## 810                Divorced  Machine-op-inspct   Not-in-family
## 811      Married-civ-spouse     Prof-specialty         Husband
## 812                Divorced    Exec-managerial   Not-in-family
## 813               Separated  Machine-op-inspct   Not-in-family
## 814      Married-civ-spouse     Prof-specialty         Husband
## 815      Married-civ-spouse     Prof-specialty         Husband
## 816      Married-civ-spouse              Sales         Husband
## 817      Married-civ-spouse    Exec-managerial         Husband
## 818      Married-civ-spouse       Tech-support         Husband
## 819           Never-married      Other-service       Unmarried
## 820      Married-civ-spouse       Adm-clerical         Husband
## 821                Divorced     Prof-specialty   Not-in-family
## 822      Married-civ-spouse       Craft-repair         Husband
## 823      Married-civ-spouse       Craft-repair         Husband
## 824      Married-civ-spouse       Adm-clerical         Husband
## 825      Married-civ-spouse       Craft-repair         Husband
## 826      Married-civ-spouse              Sales         Husband
## 827      Married-civ-spouse      Other-service         Husband
## 828      Married-civ-spouse     Prof-specialty            Wife
## 829      Married-civ-spouse     Prof-specialty         Husband
## 830      Married-civ-spouse    Exec-managerial            Wife
## 831           Never-married     Prof-specialty   Not-in-family
## 832           Never-married       Adm-clerical   Not-in-family
## 833      Married-civ-spouse     Prof-specialty         Husband
## 834      Married-civ-spouse  Machine-op-inspct            Wife
## 835      Married-civ-spouse       Craft-repair         Husband
## 836      Married-civ-spouse     Prof-specialty         Husband
## 837      Married-civ-spouse       Craft-repair         Husband
## 838      Married-civ-spouse    Exec-managerial         Husband
## 839      Married-civ-spouse    Protective-serv         Husband
## 840      Married-civ-spouse    Exec-managerial         Husband
## 841                Divorced       Adm-clerical       Unmarried
## 842      Married-civ-spouse       Craft-repair         Husband
## 843      Married-civ-spouse     Prof-specialty         Husband
## 844      Married-civ-spouse    Farming-fishing         Husband
## 845           Never-married     Prof-specialty   Not-in-family
## 846                Divorced  Machine-op-inspct   Not-in-family
## 847      Married-civ-spouse              Sales         Husband
## 848      Married-civ-spouse  Handlers-cleaners         Husband
## 849      Married-civ-spouse      Other-service         Husband
## 850      Married-civ-spouse   Transport-moving         Husband
## 851      Married-civ-spouse              Sales         Husband
## 852                Divorced   Transport-moving   Not-in-family
## 853                Divorced   Transport-moving       Own-child
## 854      Married-civ-spouse              Sales         Husband
## 855      Married-civ-spouse  Handlers-cleaners         Husband
## 856      Married-civ-spouse    Exec-managerial         Husband
## 857                Divorced   Transport-moving   Not-in-family
## 858           Never-married              Sales       Own-child
## 859      Married-civ-spouse              Sales         Husband
## 860      Married-civ-spouse    Exec-managerial         Husband
## 861                Divorced              Sales       Own-child
## 862               Separated    Exec-managerial   Not-in-family
## 863      Married-civ-spouse    Exec-managerial         Husband
## 864      Married-civ-spouse     Prof-specialty         Husband
## 865                Divorced       Craft-repair   Not-in-family
## 866      Married-civ-spouse     Prof-specialty         Husband
## 867           Never-married       Adm-clerical   Not-in-family
## 868                Divorced              Sales   Not-in-family
## 869      Married-civ-spouse   Transport-moving         Husband
## 870      Married-civ-spouse    Exec-managerial         Husband
## 871      Married-civ-spouse              Sales         Husband
## 872                Divorced       Tech-support       Own-child
## 873      Married-civ-spouse              Sales         Husband
## 874           Never-married       Adm-clerical   Not-in-family
## 875           Never-married       Craft-repair       Own-child
## 876      Married-civ-spouse    Exec-managerial         Husband
## 877      Married-civ-spouse  Machine-op-inspct         Husband
## 878      Married-civ-spouse    Exec-managerial         Husband
## 879      Married-civ-spouse       Tech-support         Husband
## 880                Divorced       Adm-clerical       Unmarried
## 881           Never-married    Protective-serv   Not-in-family
## 882                Divorced  Machine-op-inspct       Unmarried
## 883                Divorced    Exec-managerial       Unmarried
## 884      Married-civ-spouse                  ?         Husband
## 885      Married-civ-spouse    Exec-managerial         Husband
## 886                Divorced       Adm-clerical       Unmarried
## 887      Married-civ-spouse              Sales         Husband
## 888      Married-civ-spouse       Craft-repair         Husband
## 889      Married-civ-spouse     Prof-specialty         Husband
## 890      Married-civ-spouse    Exec-managerial         Husband
## 891      Married-civ-spouse     Prof-specialty         Husband
## 892      Married-civ-spouse    Exec-managerial         Husband
## 893      Married-civ-spouse              Sales         Husband
## 894           Never-married     Prof-specialty   Not-in-family
## 895                Divorced    Exec-managerial   Not-in-family
## 896      Married-civ-spouse    Farming-fishing         Husband
## 897      Married-civ-spouse   Transport-moving         Husband
## 898      Married-civ-spouse  Machine-op-inspct         Husband
## 899      Married-civ-spouse     Prof-specialty            Wife
## 900      Married-civ-spouse     Prof-specialty         Husband
## 901                Divorced       Adm-clerical   Not-in-family
## 902                Divorced       Craft-repair   Not-in-family
## 903                Divorced       Adm-clerical   Not-in-family
## 904   Married-spouse-absent    Priv-house-serv       Unmarried
## 905      Married-civ-spouse       Tech-support         Husband
## 906      Married-civ-spouse    Exec-managerial         Husband
## 907           Never-married  Machine-op-inspct   Not-in-family
## 908      Married-civ-spouse     Prof-specialty         Husband
## 909      Married-civ-spouse    Exec-managerial         Husband
## 910      Married-civ-spouse       Craft-repair         Husband
## 911                Divorced      Other-service   Not-in-family
## 912      Married-civ-spouse     Prof-specialty         Husband
## 913                Divorced     Prof-specialty       Unmarried
## 914                Divorced      Other-service   Not-in-family
## 915                Divorced    Exec-managerial   Not-in-family
## 916      Married-civ-spouse  Machine-op-inspct         Husband
## 917      Married-civ-spouse              Sales         Husband
## 918      Married-civ-spouse     Prof-specialty         Husband
## 919                Divorced      Other-service   Not-in-family
## 920           Never-married    Exec-managerial   Not-in-family
## 921      Married-civ-spouse       Adm-clerical         Husband
## 922      Married-civ-spouse       Craft-repair         Husband
## 923      Married-civ-spouse  Machine-op-inspct         Husband
## 924      Married-civ-spouse   Transport-moving         Husband
## 925                Divorced     Prof-specialty   Not-in-family
## 926      Married-civ-spouse    Exec-managerial         Husband
## 927      Married-civ-spouse    Exec-managerial         Husband
## 928      Married-civ-spouse    Exec-managerial         Husband
## 929      Married-civ-spouse     Prof-specialty         Husband
## 930      Married-civ-spouse     Prof-specialty         Husband
## 931      Married-civ-spouse     Prof-specialty         Husband
## 932      Married-civ-spouse     Prof-specialty         Husband
## 933      Married-civ-spouse       Tech-support         Husband
## 934      Married-civ-spouse       Craft-repair         Husband
## 935      Married-civ-spouse      Other-service         Husband
## 936      Married-civ-spouse    Exec-managerial         Husband
## 937      Married-civ-spouse    Exec-managerial            Wife
## 938                Divorced       Tech-support       Unmarried
## 939      Married-civ-spouse   Transport-moving         Husband
## 940      Married-civ-spouse              Sales         Husband
## 941      Married-civ-spouse       Craft-repair         Husband
## 942      Married-civ-spouse       Craft-repair         Husband
## 943      Married-civ-spouse       Craft-repair         Husband
## 944                Divorced  Machine-op-inspct       Unmarried
## 945      Married-civ-spouse  Machine-op-inspct         Husband
## 946      Married-civ-spouse    Exec-managerial            Wife
## 947      Married-civ-spouse    Exec-managerial         Husband
## 948      Married-civ-spouse     Prof-specialty         Husband
## 949      Married-civ-spouse     Prof-specialty            Wife
## 950      Married-civ-spouse      Other-service         Husband
## 951      Married-civ-spouse     Prof-specialty         Husband
## 952                 Widowed  Machine-op-inspct   Not-in-family
## 953      Married-civ-spouse              Sales         Husband
## 954      Married-civ-spouse   Transport-moving         Husband
## 955           Never-married    Exec-managerial   Not-in-family
## 956      Married-civ-spouse     Prof-specialty         Husband
## 957                Divorced       Adm-clerical       Unmarried
## 958               Separated       Adm-clerical       Unmarried
## 959                Divorced              Sales   Not-in-family
## 960      Married-civ-spouse    Exec-managerial         Husband
## 961                Divorced  Machine-op-inspct   Not-in-family
## 962           Never-married              Sales   Not-in-family
## 963      Married-civ-spouse     Prof-specialty         Husband
## 964      Married-civ-spouse              Sales         Husband
## 965      Married-civ-spouse   Transport-moving         Husband
## 966           Never-married     Prof-specialty       Unmarried
## 967      Married-civ-spouse     Prof-specialty         Husband
## 968      Married-civ-spouse    Exec-managerial         Husband
## 969      Married-civ-spouse     Prof-specialty         Husband
## 970      Married-civ-spouse   Transport-moving         Husband
## 971      Married-civ-spouse              Sales         Husband
## 972      Married-civ-spouse  Machine-op-inspct         Husband
## 973                Divorced  Handlers-cleaners       Own-child
## 974      Married-civ-spouse     Prof-specialty         Husband
## 975      Married-civ-spouse       Tech-support            Wife
## 976                Divorced    Exec-managerial       Unmarried
## 977      Married-civ-spouse    Exec-managerial         Husband
## 978                Divorced       Adm-clerical   Not-in-family
## 979                Divorced     Prof-specialty   Not-in-family
## 980                Divorced       Craft-repair   Not-in-family
## 981      Married-civ-spouse    Exec-managerial         Husband
## 982                Divorced       Tech-support       Unmarried
## 983                Divorced       Adm-clerical   Not-in-family
## 984               Separated       Adm-clerical       Unmarried
## 985           Never-married              Sales   Not-in-family
## 986      Married-civ-spouse       Craft-repair         Husband
## 987      Married-civ-spouse              Sales         Husband
## 988      Married-civ-spouse     Prof-specialty         Husband
## 989      Married-civ-spouse     Prof-specialty         Husband
## 990                Divorced     Prof-specialty   Not-in-family
## 991      Married-civ-spouse    Exec-managerial         Husband
## 992      Married-civ-spouse  Handlers-cleaners         Husband
## 993      Married-civ-spouse    Exec-managerial         Husband
## 994      Married-civ-spouse    Exec-managerial         Husband
## 995           Never-married     Prof-specialty   Not-in-family
## 996           Never-married      Other-service       Own-child
## 997      Married-civ-spouse   Transport-moving         Husband
## 998                 Widowed                  ?   Not-in-family
## 999      Married-civ-spouse    Exec-managerial         Husband
## 1000          Never-married       Adm-clerical   Not-in-family
## 1001     Married-civ-spouse              Sales         Husband
## 1002     Married-civ-spouse     Prof-specialty         Husband
## 1003     Married-civ-spouse      Other-service         Husband
## 1004               Divorced    Exec-managerial       Unmarried
## 1005     Married-civ-spouse     Prof-specialty         Husband
## 1006     Married-civ-spouse    Protective-serv         Husband
## 1007     Married-civ-spouse       Craft-repair         Husband
## 1008     Married-civ-spouse       Tech-support         Husband
## 1009     Married-civ-spouse    Exec-managerial         Husband
## 1010          Never-married  Machine-op-inspct       Unmarried
## 1011     Married-civ-spouse    Exec-managerial         Husband
## 1012               Divorced              Sales       Unmarried
## 1013               Divorced     Prof-specialty   Not-in-family
## 1014               Divorced       Adm-clerical   Not-in-family
## 1015               Divorced  Handlers-cleaners   Not-in-family
## 1016     Married-civ-spouse       Craft-repair         Husband
## 1017               Divorced   Transport-moving   Not-in-family
## 1018     Married-civ-spouse              Sales         Husband
## 1019     Married-civ-spouse              Sales         Husband
## 1020     Married-civ-spouse     Prof-specialty         Husband
## 1021  Married-spouse-absent       Craft-repair   Not-in-family
## 1022          Never-married       Craft-repair   Not-in-family
## 1023     Married-civ-spouse     Prof-specialty         Husband
## 1024     Married-civ-spouse    Exec-managerial         Husband
## 1025     Married-civ-spouse              Sales         Husband
## 1026          Never-married     Prof-specialty   Not-in-family
## 1027     Married-civ-spouse     Prof-specialty            Wife
## 1028               Divorced   Transport-moving   Not-in-family
## 1029     Married-civ-spouse   Transport-moving         Husband
## 1030     Married-civ-spouse                  ?            Wife
## 1031     Married-civ-spouse     Prof-specialty         Husband
## 1032     Married-civ-spouse              Sales         Husband
## 1033     Married-civ-spouse    Exec-managerial         Husband
## 1034          Never-married      Other-service       Own-child
## 1035     Married-civ-spouse    Exec-managerial         Husband
## 1036     Married-civ-spouse       Craft-repair         Husband
## 1037     Married-civ-spouse     Prof-specialty         Husband
## 1038     Married-civ-spouse       Craft-repair         Husband
## 1039               Divorced       Adm-clerical   Not-in-family
## 1040               Divorced    Exec-managerial       Unmarried
## 1041     Married-civ-spouse     Prof-specialty         Husband
## 1042     Married-civ-spouse     Prof-specialty         Husband
## 1043               Divorced       Tech-support   Not-in-family
## 1044     Married-civ-spouse     Prof-specialty         Husband
## 1045     Married-civ-spouse   Transport-moving         Husband
## 1046     Married-civ-spouse       Craft-repair         Husband
## 1047     Married-civ-spouse    Exec-managerial         Husband
## 1048     Married-civ-spouse       Adm-clerical         Husband
## 1049     Married-civ-spouse              Sales         Husband
## 1050          Never-married       Tech-support   Not-in-family
## 1051     Married-civ-spouse    Exec-managerial         Husband
## 1052          Never-married  Handlers-cleaners   Not-in-family
## 1053     Married-civ-spouse    Farming-fishing         Husband
## 1054     Married-civ-spouse     Prof-specialty         Husband
## 1055     Married-civ-spouse     Prof-specialty            Wife
## 1056     Married-civ-spouse    Exec-managerial         Husband
## 1057     Married-civ-spouse       Craft-repair         Husband
## 1058     Married-civ-spouse              Sales         Husband
## 1059     Married-civ-spouse              Sales         Husband
## 1060     Married-civ-spouse       Craft-repair         Husband
## 1061     Married-civ-spouse       Craft-repair         Husband
## 1062     Married-civ-spouse       Craft-repair         Husband
## 1063     Married-civ-spouse    Exec-managerial         Husband
## 1064     Married-civ-spouse       Adm-clerical         Husband
## 1065     Married-civ-spouse     Prof-specialty         Husband
## 1066     Married-civ-spouse              Sales         Husband
## 1067               Divorced       Adm-clerical       Unmarried
## 1068     Married-civ-spouse    Exec-managerial         Husband
## 1069     Married-civ-spouse    Farming-fishing         Husband
## 1070          Never-married     Prof-specialty   Not-in-family
## 1071          Never-married     Prof-specialty   Not-in-family
## 1072     Married-civ-spouse       Craft-repair         Husband
## 1073     Married-civ-spouse       Craft-repair         Husband
## 1074     Married-civ-spouse  Machine-op-inspct         Husband
## 1075     Married-civ-spouse              Sales         Husband
## 1076     Married-civ-spouse              Sales            Wife
## 1077     Married-civ-spouse   Transport-moving         Husband
## 1078     Married-civ-spouse              Sales         Husband
## 1079          Never-married     Prof-specialty   Not-in-family
## 1080     Married-civ-spouse              Sales         Husband
## 1081               Divorced       Craft-repair   Not-in-family
## 1082     Married-civ-spouse     Prof-specialty            Wife
## 1083     Married-civ-spouse     Prof-specialty         Husband
## 1084     Married-civ-spouse    Exec-managerial         Husband
## 1085              Separated    Exec-managerial   Not-in-family
## 1086     Married-civ-spouse   Transport-moving         Husband
## 1087     Married-civ-spouse     Prof-specialty         Husband
## 1088     Married-civ-spouse              Sales         Husband
## 1089     Married-civ-spouse                  ?            Wife
## 1090     Married-civ-spouse       Tech-support            Wife
## 1091              Separated     Prof-specialty       Own-child
## 1092     Married-civ-spouse    Exec-managerial         Husband
## 1093     Married-civ-spouse  Machine-op-inspct         Husband
## 1094     Married-civ-spouse     Prof-specialty         Husband
## 1095     Married-civ-spouse   Transport-moving         Husband
## 1096     Married-civ-spouse       Craft-repair         Husband
## 1097          Never-married       Adm-clerical  Other-relative
## 1098     Married-civ-spouse    Exec-managerial         Husband
## 1099     Married-civ-spouse       Adm-clerical         Husband
## 1100     Married-civ-spouse       Craft-repair         Husband
## 1101     Married-civ-spouse     Prof-specialty         Husband
## 1102     Married-civ-spouse       Craft-repair         Husband
## 1103     Married-civ-spouse  Machine-op-inspct         Husband
## 1104     Married-civ-spouse              Sales         Husband
## 1105     Married-civ-spouse       Craft-repair         Husband
## 1106     Married-civ-spouse       Craft-repair         Husband
## 1107     Married-civ-spouse    Exec-managerial         Husband
## 1108          Never-married    Exec-managerial   Not-in-family
## 1109     Married-civ-spouse     Prof-specialty         Husband
## 1110     Married-civ-spouse     Prof-specialty            Wife
## 1111          Never-married      Other-service   Not-in-family
## 1112          Never-married     Prof-specialty   Not-in-family
## 1113               Divorced              Sales       Own-child
## 1114     Married-civ-spouse    Exec-managerial         Husband
## 1115               Divorced    Exec-managerial   Not-in-family
## 1116     Married-civ-spouse              Sales         Husband
## 1117     Married-civ-spouse    Exec-managerial         Husband
## 1118     Married-civ-spouse       Adm-clerical         Husband
## 1119               Divorced      Other-service   Not-in-family
## 1120     Married-civ-spouse     Prof-specialty            Wife
## 1121              Separated       Adm-clerical   Not-in-family
## 1122          Never-married    Protective-serv   Not-in-family
## 1123     Married-civ-spouse       Craft-repair         Husband
## 1124     Married-civ-spouse     Prof-specialty            Wife
## 1125     Married-civ-spouse     Prof-specialty         Husband
## 1126     Married-civ-spouse       Armed-Forces         Husband
## 1127     Married-civ-spouse       Craft-repair         Husband
## 1128          Never-married              Sales   Not-in-family
## 1129     Married-civ-spouse              Sales         Husband
## 1130          Never-married     Prof-specialty   Not-in-family
## 1131               Divorced       Tech-support   Not-in-family
## 1132     Married-civ-spouse     Prof-specialty         Husband
## 1133          Never-married       Craft-repair   Not-in-family
## 1134          Never-married     Prof-specialty   Not-in-family
## 1135     Married-civ-spouse    Exec-managerial         Husband
## 1136               Divorced     Prof-specialty       Unmarried
## 1137     Married-civ-spouse              Sales         Husband
## 1138     Married-civ-spouse       Tech-support         Husband
## 1139     Married-civ-spouse  Machine-op-inspct         Husband
## 1140     Married-civ-spouse       Craft-repair         Husband
## 1141               Divorced       Craft-repair   Not-in-family
## 1142     Married-civ-spouse     Prof-specialty         Husband
## 1143     Married-civ-spouse      Other-service         Husband
## 1144     Married-civ-spouse       Craft-repair         Husband
## 1145     Married-civ-spouse  Machine-op-inspct         Husband
## 1146               Divorced     Prof-specialty       Unmarried
## 1147     Married-civ-spouse  Handlers-cleaners         Husband
## 1148               Divorced       Tech-support       Unmarried
## 1149     Married-civ-spouse       Craft-repair         Husband
## 1150     Married-civ-spouse     Prof-specialty         Husband
## 1151     Married-civ-spouse       Craft-repair         Husband
## 1152     Married-civ-spouse       Craft-repair         Husband
## 1153     Married-civ-spouse    Exec-managerial         Husband
## 1154               Divorced       Craft-repair   Not-in-family
## 1155     Married-civ-spouse              Sales         Husband
## 1156          Never-married              Sales   Not-in-family
## 1157     Married-civ-spouse       Craft-repair         Husband
## 1158     Married-civ-spouse     Prof-specialty         Husband
## 1159     Married-civ-spouse     Prof-specialty         Husband
## 1160     Married-civ-spouse     Prof-specialty         Husband
## 1161               Divorced     Prof-specialty   Not-in-family
## 1162     Married-civ-spouse     Prof-specialty         Husband
## 1163               Divorced       Craft-repair       Unmarried
## 1164     Married-civ-spouse              Sales         Husband
## 1165     Married-civ-spouse   Transport-moving         Husband
## 1166          Never-married   Transport-moving   Not-in-family
## 1167     Married-civ-spouse     Prof-specialty         Husband
## 1168     Married-civ-spouse     Prof-specialty         Husband
## 1169     Married-civ-spouse    Exec-managerial         Husband
## 1170     Married-civ-spouse  Machine-op-inspct         Husband
## 1171  Married-spouse-absent              Sales       Unmarried
## 1172     Married-civ-spouse       Craft-repair         Husband
## 1173     Married-civ-spouse   Transport-moving         Husband
## 1174     Married-civ-spouse    Exec-managerial            Wife
## 1175     Married-civ-spouse  Machine-op-inspct         Husband
## 1176     Married-civ-spouse   Transport-moving         Husband
## 1177          Never-married    Exec-managerial   Not-in-family
## 1178     Married-civ-spouse    Exec-managerial         Husband
## 1179     Married-civ-spouse    Exec-managerial         Husband
## 1180     Married-civ-spouse   Transport-moving         Husband
## 1181     Married-civ-spouse     Prof-specialty         Husband
## 1182     Married-civ-spouse     Prof-specialty         Husband
## 1183              Separated       Craft-repair   Not-in-family
## 1184     Married-civ-spouse       Craft-repair         Husband
## 1185     Married-civ-spouse    Exec-managerial         Husband
## 1186  Married-spouse-absent      Other-service   Not-in-family
## 1187     Married-civ-spouse       Craft-repair         Husband
## 1188               Divorced     Prof-specialty       Unmarried
## 1189     Married-civ-spouse     Prof-specialty         Husband
## 1190     Married-civ-spouse    Exec-managerial         Husband
## 1191     Married-civ-spouse  Handlers-cleaners         Husband
## 1192     Married-civ-spouse       Adm-clerical            Wife
## 1193     Married-civ-spouse       Craft-repair         Husband
## 1194     Married-civ-spouse       Craft-repair         Husband
## 1195     Married-civ-spouse       Craft-repair         Husband
## 1196               Divorced       Craft-repair   Not-in-family
## 1197     Married-civ-spouse     Prof-specialty         Husband
## 1198     Married-civ-spouse    Exec-managerial         Husband
## 1199     Married-civ-spouse    Exec-managerial         Husband
## 1200     Married-civ-spouse       Craft-repair         Husband
## 1201     Married-civ-spouse    Exec-managerial         Husband
## 1202     Married-civ-spouse       Craft-repair         Husband
## 1203          Never-married       Craft-repair   Not-in-family
## 1204     Married-civ-spouse              Sales         Husband
## 1205     Married-civ-spouse     Prof-specialty            Wife
## 1206          Never-married     Prof-specialty   Not-in-family
## 1207     Married-civ-spouse       Craft-repair            Wife
## 1208     Married-civ-spouse    Protective-serv         Husband
## 1209               Divorced       Adm-clerical   Not-in-family
## 1210     Married-civ-spouse       Craft-repair         Husband
## 1211               Divorced      Other-service   Not-in-family
## 1212     Married-civ-spouse    Exec-managerial         Husband
## 1213     Married-civ-spouse       Craft-repair         Husband
## 1214     Married-civ-spouse    Exec-managerial         Husband
## 1215     Married-civ-spouse    Exec-managerial         Husband
## 1216     Married-civ-spouse    Exec-managerial            Wife
## 1217               Divorced    Farming-fishing   Not-in-family
## 1218     Married-civ-spouse  Machine-op-inspct         Husband
## 1219     Married-civ-spouse      Other-service         Husband
## 1220     Married-civ-spouse    Exec-managerial         Husband
## 1221     Married-civ-spouse     Prof-specialty         Husband
## 1222               Divorced    Exec-managerial   Not-in-family
## 1223          Never-married  Machine-op-inspct   Not-in-family
## 1224     Married-civ-spouse      Other-service         Husband
## 1225     Married-civ-spouse   Transport-moving         Husband
## 1226     Married-civ-spouse              Sales         Husband
## 1227     Married-civ-spouse     Prof-specialty         Husband
## 1228     Married-civ-spouse    Exec-managerial         Husband
## 1229     Married-civ-spouse     Prof-specialty         Husband
## 1230     Married-civ-spouse    Exec-managerial         Husband
## 1231          Never-married       Adm-clerical   Not-in-family
## 1232     Married-civ-spouse     Prof-specialty            Wife
## 1233     Married-civ-spouse     Prof-specialty         Husband
## 1234     Married-civ-spouse      Other-service         Husband
## 1235     Married-civ-spouse       Craft-repair         Husband
## 1236              Separated              Sales       Unmarried
## 1237     Married-civ-spouse              Sales         Husband
## 1238          Never-married      Other-service   Not-in-family
## 1239     Married-civ-spouse    Exec-managerial         Husband
## 1240  Married-spouse-absent  Handlers-cleaners       Unmarried
## 1241     Married-civ-spouse       Craft-repair         Husband
## 1242     Married-civ-spouse    Farming-fishing         Husband
## 1243                Widowed   Transport-moving       Unmarried
## 1244     Married-civ-spouse              Sales         Husband
## 1245                Widowed    Exec-managerial   Not-in-family
## 1246     Married-civ-spouse     Prof-specialty         Husband
## 1247     Married-civ-spouse     Prof-specialty         Husband
## 1248     Married-civ-spouse     Prof-specialty            Wife
## 1249     Married-civ-spouse  Machine-op-inspct         Husband
## 1250     Married-civ-spouse     Prof-specialty            Wife
## 1251          Never-married              Sales   Not-in-family
## 1252     Married-civ-spouse    Farming-fishing         Husband
## 1253               Divorced              Sales       Unmarried
## 1254     Married-civ-spouse   Transport-moving         Husband
## 1255     Married-civ-spouse       Craft-repair         Husband
## 1256     Married-civ-spouse      Other-service         Husband
## 1257     Married-civ-spouse     Prof-specialty         Husband
## 1258     Married-civ-spouse       Craft-repair         Husband
## 1259     Married-civ-spouse  Machine-op-inspct         Husband
## 1260                Widowed    Farming-fishing       Unmarried
## 1261          Never-married       Adm-clerical   Not-in-family
## 1262     Married-civ-spouse       Craft-repair         Husband
## 1263     Married-civ-spouse    Exec-managerial            Wife
## 1264     Married-civ-spouse    Exec-managerial         Husband
## 1265     Married-civ-spouse                  ?         Husband
## 1266          Never-married     Prof-specialty   Not-in-family
## 1267     Married-civ-spouse                  ?         Husband
## 1268                Widowed       Adm-clerical   Not-in-family
## 1269     Married-civ-spouse     Prof-specialty         Husband
## 1270     Married-civ-spouse     Prof-specialty         Husband
## 1271          Never-married  Handlers-cleaners   Not-in-family
## 1272     Married-civ-spouse     Prof-specialty         Husband
## 1273     Married-civ-spouse     Prof-specialty         Husband
## 1274     Married-civ-spouse    Exec-managerial         Husband
## 1275     Married-civ-spouse              Sales            Wife
## 1276     Married-civ-spouse       Adm-clerical         Husband
## 1277                Widowed    Exec-managerial       Unmarried
## 1278     Married-civ-spouse       Craft-repair         Husband
## 1279               Divorced   Transport-moving   Not-in-family
## 1280     Married-civ-spouse       Tech-support         Husband
## 1281     Married-civ-spouse    Farming-fishing         Husband
## 1282     Married-civ-spouse    Farming-fishing         Husband
## 1283     Married-civ-spouse    Exec-managerial         Husband
## 1284     Married-civ-spouse              Sales         Husband
## 1285     Married-civ-spouse              Sales         Husband
## 1286     Married-civ-spouse      Other-service         Husband
## 1287     Married-civ-spouse       Craft-repair         Husband
## 1288     Married-civ-spouse     Prof-specialty         Husband
## 1289     Married-civ-spouse     Prof-specialty         Husband
## 1290          Never-married     Prof-specialty   Not-in-family
## 1291     Married-civ-spouse     Prof-specialty         Husband
## 1292               Divorced     Prof-specialty   Not-in-family
## 1293     Married-civ-spouse    Exec-managerial         Husband
## 1294     Married-civ-spouse  Handlers-cleaners         Husband
## 1295     Married-civ-spouse     Prof-specialty            Wife
## 1296     Married-civ-spouse   Transport-moving         Husband
## 1297     Married-civ-spouse                  ?         Husband
## 1298     Married-civ-spouse       Craft-repair         Husband
## 1299     Married-civ-spouse  Machine-op-inspct         Husband
## 1300     Married-civ-spouse    Exec-managerial         Husband
## 1301     Married-civ-spouse    Exec-managerial         Husband
## 1302     Married-civ-spouse    Exec-managerial         Husband
## 1303     Married-civ-spouse   Transport-moving         Husband
## 1304               Divorced     Prof-specialty   Not-in-family
## 1305          Never-married     Prof-specialty   Not-in-family
## 1306     Married-civ-spouse       Adm-clerical            Wife
## 1307     Married-civ-spouse       Craft-repair         Husband
## 1308     Married-civ-spouse       Adm-clerical         Husband
## 1309          Never-married       Tech-support  Other-relative
## 1310     Married-civ-spouse    Exec-managerial         Husband
## 1311     Married-civ-spouse     Prof-specialty         Husband
## 1312     Married-civ-spouse    Exec-managerial         Husband
## 1313     Married-civ-spouse       Adm-clerical            Wife
## 1314     Married-civ-spouse              Sales         Husband
## 1315     Married-civ-spouse              Sales         Husband
## 1316     Married-civ-spouse              Sales         Husband
## 1317     Married-civ-spouse     Prof-specialty         Husband
## 1318                Widowed       Adm-clerical   Not-in-family
## 1319     Married-civ-spouse     Prof-specialty         Husband
## 1320              Separated  Machine-op-inspct   Not-in-family
## 1321     Married-civ-spouse   Transport-moving         Husband
## 1322     Married-civ-spouse    Exec-managerial         Husband
## 1323     Married-civ-spouse    Exec-managerial         Husband
## 1324     Married-civ-spouse       Craft-repair         Husband
## 1325     Married-civ-spouse              Sales         Husband
## 1326     Married-civ-spouse     Prof-specialty         Husband
## 1327     Married-civ-spouse    Farming-fishing         Husband
## 1328     Married-civ-spouse     Prof-specialty         Husband
## 1329     Married-civ-spouse   Transport-moving         Husband
## 1330     Married-civ-spouse      Other-service         Husband
## 1331     Married-civ-spouse    Exec-managerial         Husband
## 1332     Married-civ-spouse    Exec-managerial         Husband
## 1333     Married-civ-spouse                  ?         Husband
## 1334     Married-civ-spouse     Prof-specialty            Wife
## 1335     Married-civ-spouse    Protective-serv         Husband
## 1336          Never-married              Sales   Not-in-family
## 1337                Widowed    Exec-managerial       Unmarried
## 1338     Married-civ-spouse    Exec-managerial         Husband
## 1339     Married-civ-spouse     Prof-specialty         Husband
## 1340                Widowed              Sales       Unmarried
## 1341     Married-civ-spouse     Prof-specialty         Husband
## 1342     Married-civ-spouse              Sales         Husband
## 1343     Married-civ-spouse    Exec-managerial         Husband
## 1344     Married-civ-spouse    Exec-managerial         Husband
## 1345     Married-civ-spouse     Prof-specialty         Husband
## 1346               Divorced     Prof-specialty   Not-in-family
## 1347     Married-civ-spouse    Exec-managerial         Husband
## 1348     Married-civ-spouse       Tech-support         Husband
## 1349               Divorced    Exec-managerial   Not-in-family
## 1350     Married-civ-spouse       Craft-repair         Husband
## 1351     Married-civ-spouse       Adm-clerical         Husband
## 1352     Married-civ-spouse     Prof-specialty         Husband
## 1353     Married-civ-spouse       Tech-support         Husband
## 1354     Married-civ-spouse                  ?         Husband
## 1355     Married-civ-spouse    Exec-managerial         Husband
## 1356     Married-civ-spouse   Transport-moving         Husband
## 1357               Divorced       Adm-clerical       Unmarried
## 1358     Married-civ-spouse       Craft-repair         Husband
## 1359     Married-civ-spouse       Adm-clerical            Wife
## 1360     Married-civ-spouse   Transport-moving         Husband
## 1361                Widowed     Prof-specialty   Not-in-family
## 1362          Never-married     Prof-specialty       Unmarried
## 1363     Married-civ-spouse       Craft-repair         Husband
## 1364     Married-civ-spouse              Sales         Husband
## 1365                Widowed                  ?   Not-in-family
## 1366     Married-civ-spouse   Transport-moving         Husband
## 1367     Married-civ-spouse  Handlers-cleaners         Husband
## 1368     Married-civ-spouse     Prof-specialty         Husband
## 1369     Married-civ-spouse              Sales         Husband
## 1370     Married-civ-spouse    Exec-managerial         Husband
## 1371     Married-civ-spouse       Adm-clerical         Husband
## 1372     Married-civ-spouse   Transport-moving         Husband
## 1373     Married-civ-spouse    Exec-managerial         Husband
## 1374     Married-civ-spouse    Exec-managerial         Husband
## 1375     Married-civ-spouse   Transport-moving         Husband
## 1376     Married-civ-spouse       Craft-repair         Husband
## 1377     Married-civ-spouse    Exec-managerial         Husband
## 1378               Divorced              Sales       Own-child
## 1379     Married-civ-spouse                  ?         Husband
## 1380                Widowed  Handlers-cleaners       Unmarried
## 1381                Widowed              Sales   Not-in-family
## 1382     Married-civ-spouse    Exec-managerial         Husband
## 1383          Never-married    Exec-managerial       Unmarried
## 1384     Married-civ-spouse    Exec-managerial         Husband
## 1385                Widowed       Adm-clerical   Not-in-family
## 1386     Married-civ-spouse              Sales         Husband
## 1387     Married-civ-spouse    Exec-managerial         Husband
## 1388     Married-civ-spouse    Protective-serv         Husband
## 1389          Never-married       Adm-clerical   Not-in-family
## 1390               Divorced       Tech-support   Not-in-family
## 1391     Married-civ-spouse     Prof-specialty         Husband
## 1392     Married-civ-spouse       Tech-support         Husband
## 1393               Divorced    Exec-managerial   Not-in-family
## 1394     Married-civ-spouse    Exec-managerial         Husband
## 1395                Widowed      Other-service   Not-in-family
## 1396     Married-civ-spouse    Exec-managerial         Husband
## 1397     Married-civ-spouse       Tech-support         Husband
## 1398     Married-civ-spouse  Machine-op-inspct         Husband
## 1399     Married-civ-spouse    Exec-managerial         Husband
## 1400     Married-civ-spouse     Prof-specialty         Husband
## 1401     Married-civ-spouse     Prof-specialty         Husband
## 1402     Married-civ-spouse    Exec-managerial         Husband
## 1403     Married-civ-spouse              Sales         Husband
## 1404     Married-civ-spouse    Exec-managerial         Husband
## 1405     Married-civ-spouse    Exec-managerial         Husband
## 1406     Married-civ-spouse       Craft-repair         Husband
## 1407     Married-civ-spouse    Exec-managerial         Husband
## 1408               Divorced  Machine-op-inspct       Unmarried
## 1409                Widowed      Other-service   Not-in-family
## 1410     Married-civ-spouse     Prof-specialty         Husband
## 1411     Married-civ-spouse                  ?         Husband
## 1412               Divorced       Craft-repair   Not-in-family
## 1413               Divorced       Adm-clerical       Unmarried
## 1414     Married-civ-spouse    Exec-managerial         Husband
## 1415     Married-civ-spouse     Prof-specialty         Husband
## 1416     Married-civ-spouse     Prof-specialty         Husband
## 1417               Divorced              Sales   Not-in-family
## 1418               Divorced       Adm-clerical   Not-in-family
## 1419     Married-civ-spouse       Craft-repair         Husband
## 1420              Separated       Adm-clerical       Unmarried
## 1421     Married-civ-spouse     Prof-specialty  Other-relative
## 1422     Married-civ-spouse     Prof-specialty            Wife
## 1423               Divorced    Exec-managerial   Not-in-family
## 1424     Married-civ-spouse       Craft-repair         Husband
## 1425     Married-civ-spouse                  ?         Husband
## 1426     Married-civ-spouse   Transport-moving         Husband
## 1427     Married-civ-spouse     Prof-specialty         Husband
## 1428     Married-civ-spouse       Craft-repair         Husband
## 1429     Married-civ-spouse       Craft-repair         Husband
## 1430                Widowed                  ?       Unmarried
## 1431               Divorced    Exec-managerial       Unmarried
## 1432          Never-married     Prof-specialty  Other-relative
## 1433     Married-civ-spouse              Sales         Husband
## 1434     Married-civ-spouse       Craft-repair         Husband
## 1435     Married-civ-spouse   Transport-moving         Husband
## 1436     Married-civ-spouse     Prof-specialty            Wife
## 1437     Married-civ-spouse    Exec-managerial         Husband
## 1438     Married-civ-spouse       Tech-support         Husband
## 1439               Divorced    Exec-managerial   Not-in-family
## 1440     Married-civ-spouse    Exec-managerial         Husband
## 1441               Divorced      Other-service   Not-in-family
## 1442               Divorced     Prof-specialty   Not-in-family
## 1443               Divorced    Exec-managerial   Not-in-family
## 1444     Married-civ-spouse   Transport-moving         Husband
## 1445     Married-civ-spouse     Prof-specialty         Husband
## 1446     Married-civ-spouse     Prof-specialty         Husband
## 1447     Married-civ-spouse    Exec-managerial         Husband
## 1448     Married-civ-spouse    Farming-fishing         Husband
## 1449     Married-civ-spouse    Exec-managerial         Husband
## 1450     Married-civ-spouse   Transport-moving         Husband
## 1451                Widowed     Prof-specialty   Not-in-family
## 1452               Divorced     Prof-specialty   Not-in-family
## 1453                Widowed      Other-service  Other-relative
## 1454     Married-civ-spouse    Exec-managerial         Husband
## 1455     Married-civ-spouse     Prof-specialty         Husband
## 1456              Separated                  ?   Not-in-family
## 1457               Divorced       Craft-repair   Not-in-family
## 1458               Divorced       Adm-clerical       Unmarried
## 1459                Widowed    Exec-managerial   Not-in-family
## 1460     Married-civ-spouse    Exec-managerial            Wife
## 1461     Married-civ-spouse       Craft-repair         Husband
## 1462          Never-married  Machine-op-inspct   Not-in-family
## 1463     Married-civ-spouse     Prof-specialty         Husband
## 1464          Never-married       Adm-clerical   Not-in-family
## 1465     Married-civ-spouse     Prof-specialty         Husband
## 1466     Married-civ-spouse       Craft-repair         Husband
## 1467     Married-civ-spouse       Craft-repair         Husband
## 1468     Married-civ-spouse       Craft-repair         Husband
## 1469     Married-civ-spouse       Craft-repair         Husband
## 1470     Married-civ-spouse     Prof-specialty         Husband
## 1471               Divorced       Adm-clerical       Unmarried
## 1472     Married-civ-spouse       Craft-repair         Husband
## 1473              Separated      Other-service   Not-in-family
## 1474     Married-civ-spouse     Prof-specialty         Husband
## 1475               Divorced              Sales   Not-in-family
## 1476               Divorced    Exec-managerial   Not-in-family
## 1477     Married-civ-spouse     Prof-specialty         Husband
## 1478     Married-civ-spouse     Prof-specialty         Husband
## 1479               Divorced       Adm-clerical   Not-in-family
## 1480               Divorced       Adm-clerical   Not-in-family
## 1481                Widowed              Sales  Other-relative
## 1482     Married-civ-spouse    Farming-fishing         Husband
## 1483     Married-civ-spouse    Exec-managerial         Husband
## 1484              Separated    Protective-serv  Other-relative
## 1485          Never-married                  ?   Not-in-family
## 1486          Never-married     Prof-specialty       Unmarried
## 1487     Married-civ-spouse    Exec-managerial         Husband
## 1488               Divorced    Exec-managerial       Unmarried
## 1489     Married-civ-spouse   Transport-moving         Husband
## 1490     Married-civ-spouse     Prof-specialty         Husband
## 1491     Married-civ-spouse    Exec-managerial         Husband
## 1492     Married-civ-spouse       Tech-support            Wife
## 1493     Married-civ-spouse    Exec-managerial         Husband
## 1494     Married-civ-spouse              Sales         Husband
## 1495          Never-married    Exec-managerial   Not-in-family
## 1496     Married-civ-spouse              Sales         Husband
## 1497               Divorced       Adm-clerical   Not-in-family
## 1498               Divorced    Exec-managerial   Not-in-family
## 1499     Married-civ-spouse    Farming-fishing         Husband
## 1500     Married-civ-spouse    Exec-managerial         Husband
## 1501               Divorced     Prof-specialty       Unmarried
## 1502     Married-civ-spouse    Exec-managerial         Husband
## 1503     Married-civ-spouse              Sales         Husband
## 1504     Married-civ-spouse  Machine-op-inspct         Husband
## 1505     Married-civ-spouse    Exec-managerial         Husband
## 1506     Married-civ-spouse     Prof-specialty         Husband
## 1507              Separated     Prof-specialty       Unmarried
## 1508     Married-civ-spouse              Sales         Husband
## 1509     Married-civ-spouse     Prof-specialty            Wife
## 1510     Married-civ-spouse              Sales         Husband
## 1511                Widowed       Craft-repair   Not-in-family
## 1512     Married-civ-spouse  Machine-op-inspct         Husband
## 1513     Married-civ-spouse    Exec-managerial         Husband
## 1514              Separated     Prof-specialty       Unmarried
## 1515     Married-civ-spouse     Prof-specialty         Husband
## 1516     Married-civ-spouse    Farming-fishing         Husband
## 1517     Married-civ-spouse    Exec-managerial         Husband
## 1518     Married-civ-spouse    Protective-serv         Husband
## 1519     Married-civ-spouse    Exec-managerial         Husband
## 1520     Married-civ-spouse    Exec-managerial         Husband
## 1521               Divorced  Handlers-cleaners   Not-in-family
## 1522     Married-civ-spouse    Exec-managerial         Husband
## 1523     Married-civ-spouse       Craft-repair         Husband
## 1524          Never-married              Sales   Not-in-family
## 1525     Married-civ-spouse    Exec-managerial         Husband
## 1526     Married-civ-spouse  Handlers-cleaners         Husband
## 1527     Married-civ-spouse       Adm-clerical         Husband
## 1528     Married-civ-spouse     Prof-specialty         Husband
## 1529     Married-civ-spouse   Transport-moving         Husband
## 1530     Married-civ-spouse       Craft-repair            Wife
## 1531               Divorced   Transport-moving   Not-in-family
## 1532               Divorced    Exec-managerial   Not-in-family
## 1533     Married-civ-spouse              Sales         Husband
## 1534     Married-civ-spouse       Adm-clerical         Husband
## 1535               Divorced  Machine-op-inspct       Unmarried
## 1536     Married-civ-spouse              Sales         Husband
## 1537     Married-civ-spouse     Prof-specialty         Husband
## 1538     Married-civ-spouse  Machine-op-inspct         Husband
## 1539     Married-civ-spouse     Prof-specialty         Husband
## 1540     Married-civ-spouse    Exec-managerial            Wife
## 1541     Married-civ-spouse     Prof-specialty         Husband
## 1542     Married-civ-spouse       Adm-clerical         Husband
## 1543               Divorced       Adm-clerical       Unmarried
## 1544                Widowed       Adm-clerical   Not-in-family
## 1545     Married-civ-spouse    Exec-managerial         Husband
## 1546          Never-married   Transport-moving   Not-in-family
## 1547     Married-civ-spouse    Exec-managerial         Husband
## 1548     Married-civ-spouse                  ?         Husband
## 1549     Married-civ-spouse              Sales         Husband
## 1550     Married-civ-spouse    Farming-fishing         Husband
## 1551               Divorced              Sales   Not-in-family
## 1552     Married-civ-spouse    Exec-managerial         Husband
## 1553     Married-civ-spouse                  ?            Wife
## 1554     Married-civ-spouse    Exec-managerial         Husband
## 1555     Married-civ-spouse       Craft-repair         Husband
## 1556     Married-civ-spouse              Sales         Husband
## 1557     Married-civ-spouse    Exec-managerial         Husband
## 1558               Divorced              Sales       Unmarried
## 1559     Married-civ-spouse       Craft-repair         Husband
## 1560     Married-civ-spouse              Sales         Husband
## 1561               Divorced    Exec-managerial   Not-in-family
## 1562     Married-civ-spouse     Prof-specialty         Husband
## 1563               Divorced     Prof-specialty   Not-in-family
## 1564     Married-civ-spouse              Sales         Husband
## 1565     Married-civ-spouse              Sales         Husband
## 1566               Divorced     Prof-specialty   Not-in-family
## 1567     Married-civ-spouse     Prof-specialty         Husband
## 1568     Married-civ-spouse    Exec-managerial         Husband
## 1569              Separated    Exec-managerial   Not-in-family
## 1570     Married-civ-spouse              Sales         Husband
## 1571     Married-civ-spouse              Sales         Husband
## 1572               Divorced                  ?   Not-in-family
## 1573     Married-civ-spouse       Craft-repair         Husband
## 1574     Married-civ-spouse       Tech-support            Wife
## 1575     Married-civ-spouse    Exec-managerial         Husband
## 1576     Married-civ-spouse       Craft-repair         Husband
## 1577     Married-civ-spouse     Prof-specialty         Husband
## 1578     Married-civ-spouse       Craft-repair         Husband
## 1579     Married-civ-spouse    Exec-managerial         Husband
## 1580     Married-civ-spouse   Transport-moving         Husband
## 1581                Widowed              Sales   Not-in-family
## 1582     Married-civ-spouse       Craft-repair         Husband
## 1583     Married-civ-spouse    Exec-managerial         Husband
## 1584              Separated       Craft-repair   Not-in-family
## 1585     Married-civ-spouse     Prof-specialty         Husband
## 1586     Married-civ-spouse       Craft-repair         Husband
## 1587     Married-civ-spouse    Exec-managerial         Husband
## 1588     Married-civ-spouse              Sales         Husband
## 1589               Divorced    Exec-managerial   Not-in-family
## 1590     Married-civ-spouse                  ?         Husband
## 1591     Married-civ-spouse    Exec-managerial         Husband
## 1592     Married-civ-spouse     Prof-specialty         Husband
## 1593     Married-civ-spouse     Prof-specialty         Husband
## 1594     Married-civ-spouse       Adm-clerical            Wife
## 1595     Married-civ-spouse     Prof-specialty         Husband
## 1596                Widowed       Adm-clerical       Unmarried
## 1597     Married-civ-spouse                  ?         Husband
## 1598     Married-civ-spouse    Protective-serv         Husband
## 1599     Married-civ-spouse       Adm-clerical         Husband
## 1600     Married-civ-spouse       Craft-repair         Husband
## 1601          Never-married     Prof-specialty   Not-in-family
## 1602     Married-civ-spouse              Sales         Husband
## 1603     Married-civ-spouse    Exec-managerial         Husband
## 1604     Married-civ-spouse    Exec-managerial         Husband
## 1605     Married-civ-spouse    Exec-managerial         Husband
## 1606     Married-civ-spouse    Exec-managerial         Husband
## 1607     Married-civ-spouse     Prof-specialty         Husband
## 1608     Married-civ-spouse       Craft-repair         Husband
## 1609              Separated       Adm-clerical   Not-in-family
## 1610               Divorced     Prof-specialty   Not-in-family
## 1611     Married-civ-spouse       Craft-repair         Husband
## 1612     Married-civ-spouse              Sales         Husband
## 1613     Married-civ-spouse                  ?         Husband
## 1614     Married-civ-spouse       Craft-repair         Husband
## 1615          Never-married                  ?   Not-in-family
## 1616     Married-civ-spouse    Exec-managerial         Husband
## 1617               Divorced       Craft-repair       Unmarried
## 1618                Widowed                  ?   Not-in-family
## 1619     Married-civ-spouse     Prof-specialty         Husband
## 1620     Married-civ-spouse       Adm-clerical         Husband
## 1621              Separated              Sales       Unmarried
## 1622     Married-civ-spouse                  ?         Husband
## 1623     Married-civ-spouse   Transport-moving         Husband
## 1624     Married-civ-spouse  Machine-op-inspct         Husband
## 1625     Married-civ-spouse    Exec-managerial         Husband
## 1626     Married-civ-spouse    Exec-managerial            Wife
## 1627     Married-civ-spouse       Craft-repair         Husband
## 1628     Married-civ-spouse   Transport-moving         Husband
## 1629     Married-civ-spouse    Exec-managerial         Husband
## 1630     Married-civ-spouse     Prof-specialty            Wife
## 1631     Married-civ-spouse                  ?         Husband
## 1632     Married-civ-spouse                  ?         Husband
## 1633     Married-civ-spouse       Craft-repair         Husband
## 1634     Married-civ-spouse   Transport-moving         Husband
## 1635     Married-civ-spouse   Transport-moving         Husband
## 1636     Married-civ-spouse    Exec-managerial         Husband
## 1637     Married-civ-spouse      Other-service         Husband
## 1638     Married-civ-spouse              Sales         Husband
## 1639     Married-civ-spouse              Sales         Husband
## 1640     Married-civ-spouse    Exec-managerial         Husband
## 1641          Never-married       Adm-clerical   Not-in-family
## 1642              Separated       Adm-clerical       Unmarried
## 1643     Married-civ-spouse    Exec-managerial         Husband
## 1644     Married-civ-spouse   Transport-moving         Husband
## 1645     Married-civ-spouse    Exec-managerial         Husband
## 1646                Widowed     Prof-specialty   Not-in-family
## 1647     Married-civ-spouse    Exec-managerial         Husband
## 1648     Married-civ-spouse       Tech-support         Husband
## 1649     Married-civ-spouse    Exec-managerial            Wife
## 1650     Married-civ-spouse                  ?         Husband
## 1651     Married-civ-spouse    Exec-managerial         Husband
## 1652          Never-married    Exec-managerial   Not-in-family
## 1653               Divorced              Sales       Unmarried
## 1654     Married-civ-spouse    Exec-managerial         Husband
## 1655     Married-civ-spouse      Other-service         Husband
## 1656               Divorced     Prof-specialty   Not-in-family
## 1657     Married-civ-spouse     Prof-specialty         Husband
## 1658     Married-civ-spouse              Sales         Husband
## 1659     Married-civ-spouse       Tech-support         Husband
## 1660               Divorced       Craft-repair       Unmarried
## 1661                Widowed    Farming-fishing   Not-in-family
## 1662                Widowed    Protective-serv   Not-in-family
## 1663     Married-civ-spouse     Prof-specialty         Husband
## 1664  Married-spouse-absent              Sales       Unmarried
## 1665     Married-civ-spouse              Sales         Husband
## 1666     Married-civ-spouse       Tech-support         Husband
## 1667     Married-civ-spouse                  ?         Husband
## 1668     Married-civ-spouse    Exec-managerial         Husband
## 1669               Divorced     Prof-specialty       Unmarried
## 1670                Widowed       Craft-repair  Other-relative
## 1671     Married-civ-spouse     Prof-specialty         Husband
## 1672     Married-civ-spouse     Prof-specialty            Wife
## 1673     Married-civ-spouse   Transport-moving         Husband
## 1674     Married-civ-spouse    Exec-managerial         Husband
## 1675     Married-civ-spouse              Sales         Husband
## 1676     Married-civ-spouse    Exec-managerial         Husband
## 1677     Married-civ-spouse       Craft-repair         Husband
## 1678     Married-civ-spouse    Exec-managerial         Husband
## 1679     Married-civ-spouse     Prof-specialty            Wife
## 1680     Married-civ-spouse              Sales         Husband
## 1681     Married-civ-spouse    Exec-managerial         Husband
## 1682               Divorced     Prof-specialty   Not-in-family
## 1683     Married-civ-spouse              Sales         Husband
## 1684     Married-civ-spouse    Exec-managerial         Husband
## 1685               Divorced       Adm-clerical   Not-in-family
## 1686     Married-civ-spouse    Exec-managerial         Husband
## 1687                Widowed                  ?       Unmarried
## 1688     Married-civ-spouse     Prof-specialty         Husband
## 1689               Divorced    Exec-managerial   Not-in-family
## 1690     Married-civ-spouse       Craft-repair         Husband
## 1691     Married-civ-spouse    Exec-managerial         Husband
## 1692                Widowed     Prof-specialty       Unmarried
## 1693     Married-civ-spouse    Exec-managerial         Husband
## 1694     Married-civ-spouse       Craft-repair         Husband
## 1695     Married-civ-spouse    Farming-fishing         Husband
## 1696     Married-civ-spouse    Exec-managerial         Husband
## 1697     Married-civ-spouse    Farming-fishing         Husband
## 1698     Married-civ-spouse              Sales         Husband
## 1699     Married-civ-spouse    Exec-managerial            Wife
## 1700     Married-civ-spouse       Adm-clerical         Husband
## 1701     Married-civ-spouse     Prof-specialty         Husband
## 1702     Married-civ-spouse    Exec-managerial         Husband
## 1703                Widowed     Prof-specialty       Unmarried
## 1704     Married-civ-spouse    Exec-managerial         Husband
## 1705     Married-civ-spouse              Sales         Husband
## 1706               Divorced       Adm-clerical       Unmarried
## 1707     Married-civ-spouse       Craft-repair         Husband
## 1708     Married-civ-spouse     Prof-specialty         Husband
## 1709               Divorced    Exec-managerial   Not-in-family
## 1710          Never-married    Exec-managerial  Other-relative
## 1711          Never-married              Sales   Not-in-family
## 1712     Married-civ-spouse     Prof-specialty         Husband
## 1713     Married-civ-spouse     Prof-specialty         Husband
## 1714     Married-civ-spouse    Protective-serv         Husband
## 1715     Married-civ-spouse    Exec-managerial         Husband
## 1716               Divorced     Prof-specialty   Not-in-family
## 1717     Married-civ-spouse    Protective-serv         Husband
## 1718     Married-civ-spouse   Transport-moving         Husband
## 1719                Widowed       Craft-repair   Not-in-family
##                     race     sex capitalgain capitalloss Hoursperweek
## 1                  White  Female           0        1719           28
## 2                  White  Female           0        1762           40
## 3                  White    Male           0        1980           40
## 4                  White  Female           0        1876           40
## 5                  Other    Male           0        2179           40
## 6                  White  Female           0        1887           40
## 7     Asian-Pac-Islander    Male           0        1980           40
## 8     Asian-Pac-Islander  Female           0        1762           40
## 9                  White    Male           0        1721           40
## 10                 White    Male           0        2377           45
## 11                 White  Female           0        1669           42
## 12                 Black    Male           0        1721           30
## 13                 White    Male           0        1719           20
## 14                 White    Male           0        2001           40
## 15                 Black  Female           0        1590           40
## 16                 White    Male           0        1762           40
## 17                 White    Male           0        1628           50
## 18                 White    Male           0        1340           40
## 19                 White    Male           0        2339           55
## 20                 White  Female           0        1719           16
## 21                 White    Male           0        1848           42
## 22                 White  Female           0        1602           10
## 23                 White    Male           0        1902           40
## 24                 White  Female           0        1719           15
## 25                 White    Male           0        1741           40
## 26                 White    Male           0        1602           40
## 27                 White    Male           0        2205           24
## 28                 White  Female           0        1762           32
## 29                 White    Male           0        2258           10
## 30                 White    Male           0        1590           40
## 31                 White  Female           0        1669           50
## 32                 White    Male           0        1628           40
## 33                 Black    Male           0        1876           40
## 34                 White    Male           0        1741           45
## 35                 White    Male           0        1719           16
## 36                 Black    Male           0        1980           40
## 37                 White    Male           0        1762           40
## 38                 White    Male           0        1741           40
## 39                 White    Male           0        2001           40
## 40    Asian-Pac-Islander  Female           0        1092           40
## 41                 Black  Female           0        1594           20
## 42                 White  Female           0        1902           55
## 43                 White    Male           0        1628           60
## 44                 White    Male           0        1740           40
## 45                 White    Male           0        2231           40
## 46                 White  Female           0        1579           40
## 47                 White    Male           0        1740           40
## 48                 White    Male           0        1602           32
## 49                 White    Male           0        2051           40
## 50                 White    Male           0        1602           24
## 51                 White    Male           0        1719           30
## 52                 White    Male           0        1977           40
## 53                 White    Male           0        1573           40
## 54                 Black  Female           0        1504           30
## 55                 White    Male           0        2559           40
## 56                 White  Female           0        1504           45
## 57                 White    Male           0        1590           60
## 58                 White    Male           0         974           40
## 59                 White    Male           0        1669           55
## 60                 White    Male           0        1602           40
## 61                 White  Female           0        1602           15
## 62    Asian-Pac-Islander    Male           0        1974           40
## 63                 White    Male           0        1876           40
## 64                 White    Male           0        1719           40
## 65                 Black    Male           0        1602           30
## 66                 White  Female           0        2205           18
## 67                 White  Female           0        1980           40
## 68                 White  Female           0        1602           40
## 69                 White    Male           0        1590           48
## 70                 White    Male           0        1902           40
## 71                 White    Male           0        1590           35
## 72                 White  Female           0        1602           20
## 73                 White  Female           0        1408           40
## 74                 Black  Female           0        1721           30
## 75                 White    Male           0        2002           40
## 76                 White    Male           0        1602           10
## 77                 White    Male           0        1602           16
## 78                 White  Female           0        1876           40
## 79    Asian-Pac-Islander  Female           0        1602           40
## 80                 White    Male           0        1590           40
## 81                 White  Female           0        1594           26
## 82                 Black    Male           0        1602           48
## 83                 White    Male           0        1848           45
## 84                 White  Female           0        1617           25
## 85                 White    Male           0        2002           40
## 86                 Black    Male           0        1602           40
## 87                 White  Female           0        1980           35
## 88                 White  Female           0        1564           50
## 89                 White    Male           0        2231           40
## 90                 White  Female           0        2001           30
## 91                 White    Male           0        1887           45
## 92                 Black  Female           0        2377           20
## 93                 White  Female           0        1974           40
## 94                 White    Male           0        2001           40
## 95                 White  Female           0        1719           40
## 96                 White    Male           0        1590           40
## 97                 White  Female           0        1602           30
## 98                 White    Male           0        1719           40
## 99                 Black    Male           0        2001           40
## 100                White  Female           0        1887           40
## 101                White    Male           0        1602           10
## 102                White    Male           0        1977           50
## 103                White  Female           0        2339           35
## 104                White  Female           0        1602           12
## 105                White  Female           0        1762           25
## 106                White    Male           0        1504           40
## 107                White    Male           0        2129           55
## 108                White  Female           0        1721           40
## 109                White  Female           0        1977           24
## 110                White  Female           0        1876           36
## 111                White    Male           0        1876           38
## 112                White  Female           0        1564           40
## 113                White    Male           0        1887           60
## 114                White  Female           0        1721           40
## 115                White    Male           0        1672           50
## 116                White    Male           0        1721           20
## 117                White    Male           0        1590           40
## 118                Black  Female           0        1887           40
## 119                White    Male           0        1669           60
## 120                White  Female           0        1974           40
## 121                White    Male           0        2002           40
## 122                White    Male           0        1485           60
## 123                White    Male           0        1974           55
## 124                White    Male           0        1902           55
## 125                White    Male           0        1721           20
## 126                White    Male           0        1719           30
## 127   Asian-Pac-Islander    Male           0        1876           45
## 128                White    Male           0        2258           45
## 129                White    Male           0        1887           40
## 130                Black    Male           0        1719           25
## 131                White    Male           0        1602           12
## 132                White    Male           0        2603           40
## 133                White    Male           0        2339           40
## 134                White    Male           0        1762           40
## 135                White    Male           0        1573           30
## 136                White    Male           0        1902           40
## 137                White    Male           0        1902           37
## 138                White    Male           0        1602           40
## 139                White  Female           0        1721           30
## 140                White    Male           0        1408           50
## 141                White    Male           0        2001           50
## 142                White    Male           0        1977           40
## 143                White  Female           0        1594           25
## 144                White  Female           0        1762           40
## 145                White  Female           0        1602           24
## 146                White    Male           0        1721           15
## 147                White  Female           0        1602           18
## 148                White    Male           0        2377           40
## 149                White    Male           0        2258           50
## 150                White    Male           0        1876           75
## 151                White  Female           0        2258           40
## 152                White    Male           0        1887           40
## 153                White    Male           0        1504           37
## 154                Black    Male           0        1902           36
## 155                White  Female           0        2001           40
## 156                White    Male           0        1579           40
## 157                White  Female           0         155           40
## 158                White    Male           0        1974           40
## 159                White  Female           0        2001           37
## 160                White  Female           0        1721           25
## 161                White    Male           0        1504           40
## 162                White  Female           0        1876           40
## 163                White  Female           0        2238           35
## 164                White  Female           0        1504           45
## 165                Black    Male           0        1602           23
## 166                White  Female           0        1602           30
## 167                White  Female           0        2001           40
## 168                Black  Female           0        1602           40
## 169                White  Female           0        1669           40
## 170                White    Male           0        1504           45
## 171                White    Male           0        1719           16
## 172                White  Female           0        1602           40
## 173                Black  Female           0        1594           40
## 174                Black  Female           0        1602           12
## 175                White    Male           0        1980           40
## 176                White  Female           0        1579           20
## 177                Black  Female           0        1602           35
## 178                White    Male           0        1887           70
## 179                White    Male           0        2001           40
## 180                White    Male           0        1887           40
## 181                White    Male           0        1408           40
## 182                White    Male           0        1740           30
## 183                White    Male           0        1876           38
## 184                White    Male           0        1602           20
## 185                White  Female           0        1579           40
## 186                White    Male           0        2001           45
## 187                Black    Male           0        2824           40
## 188                White    Male           0        2339           40
## 189                Black  Female           0        1602           20
## 190                White    Male           0        1602           15
## 191                White    Male           0        1579           50
## 192                White  Female           0        1602           40
## 193                White  Female           0        1726           60
## 194                Black  Female           0        1602           40
## 195                Black    Male           0        1721           20
## 196                White  Female           0        1602           12
## 197   Amer-Indian-Eskimo  Female           0        1721           25
## 198                White    Male           0        2377           48
## 199                White  Female           0        1719           40
## 200                White  Female           0        1602           20
## 201                White  Female           0        1092           40
## 202                White    Male           0        1980           40
## 203                White    Male           0        1573           70
## 204                White    Male           0        1602           45
## 205                White    Male           0        1602           15
## 206                White    Male           0        1651           40
## 207                White    Male           0         419           20
## 208                White    Male           0        1719           15
## 209                White  Female           0        1974           20
## 210                White  Female           0        1721           35
## 211                White    Male           0        1719           35
## 212                White  Female           0        1602           10
## 213                White    Male           0        1719           18
## 214                White    Male           0        1719           36
## 215                White  Female           0        1602           22
## 216                White  Female           0        1721           40
## 217                White    Male           0        1902           45
## 218   Asian-Pac-Islander  Female           0        1602           38
## 219                White  Female           0        1974           40
## 220                Black    Male           0        1848           60
## 221                White    Male           0        1848           55
## 222   Asian-Pac-Islander    Male           0        1887           50
## 223                White  Female           0        1719            9
## 224                Other    Male           0        1602           40
## 225                White  Female           0        1977           40
## 226                White  Female           0        1741           52
## 227                White  Female           0        1762           28
## 228                White  Female           0        1602           20
## 229   Asian-Pac-Islander  Female           0        1573           35
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## 1275               White  Female           0        1902           40
## 1276               White    Male           0        1740           48
## 1277               Black  Female           0        1669           38
## 1278  Asian-Pac-Islander    Male           0        1902           40
## 1279               White    Male           0        1876           56
## 1280               White    Male           0        1977           40
## 1281               White    Male           0        1672           84
## 1282               White    Male           0        2352           65
## 1283               White    Male           0        1977           50
## 1284               White    Male           0        1977           40
## 1285               White    Male           0        2415           55
## 1286               White    Male           0        2002           45
## 1287               White    Male           0        1977           44
## 1288               White    Male           0        2377           60
## 1289               White    Male           0        2392           25
## 1290               White    Male           0        1816           60
## 1291               White    Male           0        1485           40
## 1292               White    Male           0        1590           40
## 1293               White    Male           0        1902           55
## 1294               White    Male           0        2002           40
## 1295               White  Female           0        1977           40
## 1296               White    Male           0        2002           40
## 1297               White    Male           0        2392            6
## 1298               White    Male           0        1902           40
## 1299               White    Male           0        1887           40
## 1300               White    Male           0        1539           40
## 1301               White    Male           0        1977           40
## 1302               White    Male           0        2415           50
## 1303               White    Male           0        1485           40
## 1304               White    Male           0        1668           40
## 1305               White  Female           0        1564           70
## 1306               White  Female           0        1902           38
## 1307  Asian-Pac-Islander    Male           0        1902           40
## 1308               White    Male           0        1902           50
## 1309               White  Female           0        1590           38
## 1310               White    Male           0        1977           40
## 1311               White    Male           0        1902           40
## 1312               White    Male           0        1672           45
## 1313               White  Female           0        2377           40
## 1314               White    Male           0        1740           35
## 1315               White    Male           0        1902           40
## 1316               White    Male           0        1844           70
## 1317               White    Male           0        1902           43
## 1318               White  Female           0         810           38
## 1319               White    Male           0        1977           50
## 1320               White    Male           0        1876           40
## 1321               White    Male           0        2051           50
## 1322               White    Male           0        1977           45
## 1323               White    Male           0        1902           40
## 1324               White    Male           0        2051           40
## 1325               White    Male           0        1902           50
## 1326               White    Male           0        1977           50
## 1327               White    Male           0        2051           20
## 1328  Asian-Pac-Islander    Male           0        2057           60
## 1329               White    Male           0        1977           60
## 1330               Black    Male           0        1672           40
## 1331               White    Male           0        1672           40
## 1332               White    Male           0        1902           52
## 1333               White    Male           0        1848           40
## 1334               Black  Female           0        1977           40
## 1335               White    Male           0        1740           40
## 1336               White  Female           0        1564           43
## 1337               White  Female           0        2559           50
## 1338               White    Male           0        2415           50
## 1339  Asian-Pac-Islander    Male           0        1977           32
## 1340               White  Female           0        1762           40
## 1341               White    Male           0        1977           50
## 1342               White    Male           0        1902           40
## 1343               White    Male           0        1485           40
## 1344               White    Male           0        1672           70
## 1345               White    Male           0        1887           40
## 1346               White  Female           0        2339           40
## 1347               White    Male           0        2174           10
## 1348  Asian-Pac-Islander    Male           0        1485           40
## 1349               White    Male           0        2559           60
## 1350               White    Male           0        1579           40
## 1351               White    Male           0        1485           58
## 1352               White    Male           0        2149           40
## 1353               White    Male           0        1848           40
## 1354               White    Male           0        1825           40
## 1355               Black    Male           0        1902           40
## 1356               White    Male           0        1735           20
## 1357               White  Female           0        2206           59
## 1358               White    Male           0        1887           35
## 1359               White  Female           0        1258           38
## 1360               White    Male           0        2603           40
## 1361               White    Male           0        2282           40
## 1362               White  Female           0         323           40
## 1363               White    Male           0        1485           50
## 1364               White    Male           0        1902           40
## 1365               White  Female           0        4356           40
## 1366               White    Male           0        2179           18
## 1367               White    Male           0        2174           40
## 1368               White    Male           0        1902           40
## 1369               White    Male           0        1977           40
## 1370               White    Male           0        1902           40
## 1371               White    Male           0        1902           50
## 1372               White    Male           0        1672           55
## 1373               White    Male           0        1902           50
## 1374               White    Male           0        1977           40
## 1375               White    Male           0        1887           40
## 1376               White    Male           0        2377           12
## 1377               White    Male           0        1977           41
## 1378               White    Male           0        1876           40
## 1379               White    Male           0        2603           32
## 1380               White    Male           0        2231           40
## 1381               White  Female           0        2444           72
## 1382               White    Male           0        1977           45
## 1383               White  Female           0         625           38
## 1384               White    Male           0        1902           45
## 1385               White  Female           0         810           36
## 1386               White    Male           0        2149           20
## 1387               White    Male           0        1887           67
## 1388               White    Male           0        1977           40
## 1389               White    Male           0        2258           40
## 1390               White    Male           0        2444           39
## 1391               White    Male           0        1648            4
## 1392               White    Male           0        1977           20
## 1393               White    Male           0        2559           50
## 1394               White    Male           0        1258           40
## 1395               White  Female           0        2824           20
## 1396               White    Male           0        1977           50
## 1397               White    Male           0        1977           40
## 1398               White    Male           0        1485           40
## 1399               White    Male           0        1902           50
## 1400               White    Male           0        1848           44
## 1401               White    Male           0        1977           50
## 1402               Black    Male           0        1977           50
## 1403               White    Male           0        1825           10
## 1404               White    Male           0        1902           48
## 1405               White    Male           0        1902           50
## 1406               Black    Male           0        1735           40
## 1407               White    Male           0        1887           40
## 1408               White  Female           0        1594           32
## 1409               White  Female           0        1504           19
## 1410               White    Male           0        1902           40
## 1411               White    Male           0        2489           15
## 1412               White    Male           0        1669           40
## 1413               White  Female           0        1504           35
## 1414               White    Male           0        1977           50
## 1415               White    Male           0        1977           45
## 1416               White    Male           0        1902           40
## 1417               White  Female           0        1408           38
## 1418               White  Female           0        1617           40
## 1419               White    Male           0        1579           48
## 1420               White  Female           0        1876           38
## 1421               White  Female           0        2246           40
## 1422               Black  Female           0        1848           40
## 1423               White  Female           0        1974           40
## 1424               White    Male           0        1977           40
## 1425               White    Male           0        1485           70
## 1426               Black    Male           0        1651           40
## 1427               White    Male           0        1902           45
## 1428               White    Male           0        1887           40
## 1429               White    Male           0        1887           55
## 1430               White  Female           0        2206           10
## 1431               White    Male           0        1755           45
## 1432               White  Female           0        3683           20
## 1433               White    Male           0        1887           40
## 1434               White    Male           0        1902           40
## 1435               White    Male           0        1651           40
## 1436               White  Female           0        1902           40
## 1437               White    Male           0        2392           40
## 1438               Black    Male           0        1887           40
## 1439               White    Male           0        2339           50
## 1440               White    Male           0        1902           55
## 1441               White  Female           0        1719           30
## 1442               White    Male           0        1669           40
## 1443               White    Male           0        2258           40
## 1444               White    Male           0        1887           65
## 1445               White    Male           0        1977           40
## 1446               White    Male           0        1977           40
## 1447               White    Male           0        1977           60
## 1448               White    Male           0        1579           40
## 1449               White    Male           0        2002           50
## 1450               White    Male           0        1887           40
## 1451               White  Female           0        1668            3
## 1452               White  Female           0        1669           40
## 1453               White  Female           0        1719           25
## 1454               White    Male           0        1977           55
## 1455               White    Male           0        2415           80
## 1456               Black  Female           0        2001           40
## 1457               White    Male           0        1876           40
## 1458               White  Female           0        1617           40
## 1459               White  Female           0        4356           18
## 1460               White  Female           0        1902           38
## 1461               White    Male           0        1485           45
## 1462               White  Female           0        1590           40
## 1463               White    Male           0        1887           70
## 1464               Black  Female           0        2339           45
## 1465               White    Male           0        1977           35
## 1466               White    Male           0        1977           40
## 1467               White    Male           0        1485           47
## 1468               White    Male           0        1740           40
## 1469               White    Male           0        1672           45
## 1470               White    Male           0        2174           50
## 1471               White  Female           0         880           40
## 1472               White    Male           0        2267           40
## 1473               Black    Male           0        1876           50
## 1474               White    Male           0        1902           40
## 1475               White    Male           0        1876           60
## 1476               White    Male           0        1092           40
## 1477               White    Male           0        1902           40
## 1478               White    Male           0        2002           30
## 1479               White    Male           0        1876           40
## 1480               White  Female           0        1980           45
## 1481               White  Female           0        1602            3
## 1482               White    Male           0        2415           40
## 1483               Black    Male           0        1887           55
## 1484               Black  Female           0        2339           40
## 1485               White    Male           0        2824           40
## 1486               White  Female           0        1380           40
## 1487               White    Male           0        1887           40
## 1488               White  Female           0         625           40
## 1489               White    Male           0        1887           45
## 1490               White    Male           0        1977           40
## 1491               White    Male           0        1902           60
## 1492               White  Female           0        1887           40
## 1493               White    Male           0        1977           98
## 1494               White    Male           0        1902           35
## 1495               Black    Male           0        2559           50
## 1496  Asian-Pac-Islander    Male           0        1977           50
## 1497               White  Female           0        1590           38
## 1498               White  Female           0        2559           60
## 1499  Asian-Pac-Islander    Male           0        2457           40
## 1500               White    Male           0        2179           40
## 1501               White  Female           0        1876           38
## 1502               White    Male           0        2246           40
## 1503               White    Male           0        1887           55
## 1504               White    Male           0        2267           40
## 1505               White    Male           0        1977           40
## 1506  Asian-Pac-Islander    Male           0        1902           40
## 1507               White  Female           0         625           40
## 1508               White    Male           0        1672           44
## 1509               White  Female           0        2057           60
## 1510               White    Male           0        1848           40
## 1511               White    Male           0        2001           35
## 1512               Black    Male           0        1848           40
## 1513               White    Male           0        1977           45
## 1514               White  Female           0         653           60
## 1515               White    Male           0        1902           50
## 1516               White    Male           0        1672           98
## 1517               White    Male           0        1902           40
## 1518               White    Male           0        1902           40
## 1519               White    Male           0        1651           40
## 1520               White    Male           0        2246            8
## 1521               White    Male           0        1564           51
## 1522               White    Male           0        1740           40
## 1523               White    Male           0        1902           40
## 1524               White    Male           0        2559           48
## 1525               White    Male           0        2415           50
## 1526               White    Male           0        1887           40
## 1527               White    Male           0        1902           40
## 1528               White    Male           0        1902           60
## 1529               White    Male           0         419           12
## 1530               White  Female           0        1977           35
## 1531               White    Male           0        1590           40
## 1532               White  Female           0        2206            5
## 1533               White    Male           0        2179           52
## 1534               White    Male           0        2174           40
## 1535               White  Female           0        3900           40
## 1536               White    Male           0        1902           30
## 1537               White    Male           0        1977           60
## 1538               White    Male           0        2051           38
## 1539               White    Male           0        2246           40
## 1540               White  Female           0        1485           40
## 1541               White    Male           0        1977           50
## 1542               Black    Male           0        1977           40
## 1543               White  Female           0        2547           40
## 1544               White  Female           0        1944            1
## 1545               White    Male           0        1887           40
## 1546               Black    Male           0        2001           65
## 1547               White    Male           0        1902           50
## 1548               White    Male           0        1258           20
## 1549               White    Male           0        1887           40
## 1550               White    Male           0        2415           60
## 1551               White  Female           0        1590           45
## 1552               White    Male           0        2377           26
## 1553               White  Female           0        2457           40
## 1554               Black    Male           0        1977           40
## 1555               White    Male           0        1977           35
## 1556               White    Male           0        1887           40
## 1557               White    Male           0        1740           60
## 1558               White  Female           0        2339           60
## 1559               White    Male           0        1902           45
## 1560               White    Male           0        2467           52
## 1561               White    Male           0        2824           50
## 1562               White    Male           0        1902           65
## 1563               White  Female           0        3683           40
## 1564               White    Male           0        1848           40
## 1565               White    Male           0        2377           25
## 1566               White  Female           0        1669           38
## 1567               White    Male           0        1977           55
## 1568               White    Male           0        2377           45
## 1569               White    Male           0        1408           40
## 1570               White    Male           0        2179           50
## 1571               White    Male           0        1848           50
## 1572               White  Female           0        2205           40
## 1573               White    Male           0        1887           40
## 1574               White  Female           0        1848           40
## 1575               White    Male           0        2392           60
## 1576               White    Male           0        1887           50
## 1577               White    Male           0        2415           45
## 1578               White    Male           0        2051           40
## 1579               White    Male           0        1887           40
## 1580               White    Male           0        1902           40
## 1581               White  Female           0        1974           40
## 1582               White    Male           0        1902           60
## 1583               White    Male           0        1902           60
## 1584               White    Male           0        2444           45
## 1585               White    Male           0        1902           40
## 1586               White    Male           0        1977           60
## 1587               White    Male           0        2392           55
## 1588               White    Male           0        2377           55
## 1589               White  Female           0        1980           40
## 1590  Asian-Pac-Islander    Male           0        2163           25
## 1591               White    Male           0        1887           47
## 1592               White    Male           0        2415           60
## 1593               White    Male           0        1648           35
## 1594               White  Female           0        1628           30
## 1595               White    Male           0        2246           28
## 1596               White  Female           0        2258           38
## 1597               White    Male           0        1902           40
## 1598               White    Male           0        1902           40
## 1599  Asian-Pac-Islander    Male           0        1485           40
## 1600               White    Male           0        1977           63
## 1601               White  Female           0        2559           50
## 1602               White    Male           0        1672           50
## 1603               White    Male           0        1848           45
## 1604               White    Male           0        1887           44
## 1605               White    Male           0        1672           40
## 1606               White    Male           0        1977           50
## 1607               White    Male           0        2377           42
## 1608               White    Male           0        1740           40
## 1609               White  Female           0        2001           40
## 1610               White  Female           0        1876           54
## 1611               White    Male           0        1902           40
## 1612               White    Male           0        1977           40
## 1613               White    Male           0        2179           45
## 1614               White    Male           0        1902           40
## 1615               White    Male           0        1504           35
## 1616               White    Male           0        1977           50
## 1617               White    Male           0        1408           50
## 1618               White  Female           0        1668           40
## 1619               White    Male           0        1977           55
## 1620               White    Male           0        1887           40
## 1621               White  Female           0        1617           33
## 1622               White    Male           0        2457           40
## 1623               White    Male           0        1258           20
## 1624               White    Male           0        1902           40
## 1625               White    Male           0        1902           50
## 1626               White  Female           0        1977           50
## 1627               White    Male           0        1977           45
## 1628               White    Male           0        1902           40
## 1629               White    Male           0        2415           40
## 1630               White  Female           0        1887           36
## 1631               White    Male           0        2377           40
## 1632               White    Male           0        1485           40
## 1633               White    Male           0        1887           48
## 1634               White    Male           0        1579           65
## 1635               White    Male           0        2002           40
## 1636               Other    Male           0        1579           35
## 1637               White    Male           0        2603           40
## 1638               Black    Male           0        2377           40
## 1639               White    Male           0        1902           40
## 1640               White    Male           0        1977           50
## 1641               White    Male           0        1980           40
## 1642               White  Female           0        1092           40
## 1643               Black    Male           0        2174           40
## 1644               White    Male           0        1740           50
## 1645               White    Male           0        1977           43
## 1646               Black  Female           0        2206           25
## 1647               White    Male           0        2392           40
## 1648               White    Male           0        1887           40
## 1649               White  Female           0        1977           35
## 1650               White    Male           0        2377           35
## 1651               White    Male           0        1887           40
## 1652               White  Female           0        2258           50
## 1653               White  Female           0        2754           25
## 1654               White    Male           0        1977           48
## 1655               Black    Male           0        1740           40
## 1656               White  Female           0        1876           40
## 1657               White    Male           0        2415           30
## 1658               White    Male           0        2002           45
## 1659               White    Male           0        1977           40
## 1660               White    Male           0         625           40
## 1661               White    Male           0        2258           62
## 1662               White    Male           0        1668           20
## 1663               White    Male           0        1902           45
## 1664               White  Female           0        2472           70
## 1665               White    Male           0        1740           50
## 1666               White    Male           0        1977           18
## 1667               Black    Male           0        1902           60
## 1668               White    Male           0        1887           40
## 1669               White  Female           0        1755           40
## 1670               White  Female           0        1602           45
## 1671               White    Male           0        2174           50
## 1672               White  Female           0        2267           40
## 1673               White    Male           0        2002           45
## 1674               White    Male           0        1977           60
## 1675               White    Male           0        1887           50
## 1676               White    Male           0        1887           40
## 1677               White    Male           0        1740           40
## 1678               White    Male           0        1825           12
## 1679               White  Female           0        1977           60
## 1680               White    Male           0        2415           50
## 1681               White    Male           0        1825           40
## 1682               White    Male           0        1340           40
## 1683               White    Male           0        1902           60
## 1684               White    Male           0        1902           40
## 1685               White    Male           0        1974           40
## 1686               White    Male           0        1902           50
## 1687               Black  Female           0        4356           40
## 1688               White    Male           0        1902           40
## 1689               White  Female           0        1092           40
## 1690               White    Male           0        1887           60
## 1691               White    Male           0        1902           60
## 1692               Black  Female           0        1669           35
## 1693               White    Male           0        1887           40
## 1694               White    Male           0        1672           65
## 1695               White    Male           0        1887           60
## 1696               White    Male           0        2377           50
## 1697               White    Male           0        1579           60
## 1698               White    Male           0        1902           40
## 1699               White  Female           0        2415           20
## 1700               White    Male           0        1740           40
## 1701               White    Male           0        1848           40
## 1702               White    Male           0        1902           40
## 1703               White  Female           0         323           20
## 1704               White    Male           0        2415           60
## 1705               White    Male           0        1485           40
## 1706               White  Female           0        1741           38
## 1707               White    Male           0        2051           20
## 1708               White    Male           0        1977           45
## 1709               White  Female           0        2258           40
## 1710               White    Male           0        2444           40
## 1711               White  Female           0        1408            5
## 1712               White    Male           0        2415           45
## 1713               White    Male           0        1887           50
## 1714               White    Male           0        2042           34
## 1715               White    Male           0        1411           40
## 1716               White  Female           0        2559           40
## 1717               White    Male           0        1887           40
## 1718               White    Male           0        1887           45
## 1719               Black  Female           0        1669           50
##                     site Income_level Agedisc1 Agedisc2       Class
## 1          United-States        <=50K  [17,24]  [17,28] [16.5,28.5]
## 2          United-States        <=50K  [17,24]  [17,28] [16.5,28.5]
## 3          United-States        <=50K  (24,31]  [17,28] [16.5,28.5]
## 4          United-States        <=50K  (24,31]  [17,28] [16.5,28.5]
## 5            Puerto-Rico        <=50K  (24,31]  [17,28] [16.5,28.5]
## 6          United-States         >50K  (24,31]  [17,28] [16.5,28.5]
## 7            Philippines        <=50K  (24,31]  [17,28] [16.5,28.5]
## 8                  South        <=50K  [17,24]  [17,28] [16.5,28.5]
## 9          United-States        <=50K  [17,24]  [17,28] [16.5,28.5]
## 10         United-States        <=50K  (24,31]  [17,28] [16.5,28.5]
## 11         United-States        <=50K  (24,31]  [17,28] [16.5,28.5]
## 12         United-States        <=50K  [17,24]  [17,28] [16.5,28.5]
## 13         United-States        <=50K  [17,24]  [17,28] [16.5,28.5]
## 14         United-States        <=50K  [17,24]  [17,28] [16.5,28.5]
## 15         United-States        <=50K  (24,31]  [17,28] [16.5,28.5]
## 16         United-States        <=50K  (24,31]  [17,28] [16.5,28.5]
## 17         United-States        <=50K  (24,31]  [17,28] [16.5,28.5]
## 18         United-States        <=50K  (24,31]  [17,28] [16.5,28.5]
## 19         United-States        <=50K  (24,31]  [17,28] [16.5,28.5]
## 20         United-States        <=50K  [17,24]  [17,28] [16.5,28.5]
## 21         United-States         >50K  (24,31]  [17,28] [16.5,28.5]
## 22         United-States        <=50K  [17,24]  [17,28] [16.5,28.5]
## 23         United-States        <=50K  [17,24]  [17,28] [16.5,28.5]
## 24         United-States        <=50K  [17,24]  [17,28] [16.5,28.5]
## 25         United-States        <=50K  (24,31]  [17,28] [16.5,28.5]
## 26                     ?        <=50K  (24,31]  [17,28] [16.5,28.5]
## 27         United-States        <=50K  [17,24]  [17,28] [16.5,28.5]
## 28         United-States        <=50K  [17,24]  [17,28] [16.5,28.5]
## 29         United-States        <=50K  [17,24]  [17,28] [16.5,28.5]
## 30         United-States        <=50K  [17,24]  [17,28] [16.5,28.5]
## 31         United-States        <=50K  (24,31]  [17,28] [16.5,28.5]
## 32         United-States        <=50K  (24,31]  [17,28] [16.5,28.5]
## 33         United-States        <=50K  (24,31]  [17,28] [16.5,28.5]
## 34         United-States        <=50K  [17,24]  [17,28] [16.5,28.5]
## 35         United-States        <=50K  [17,24]  [17,28] [16.5,28.5]
## 36         United-States        <=50K  (24,31]  [17,28] [16.5,28.5]
## 37         United-States        <=50K  [17,24]  [17,28] [16.5,28.5]
## 38         United-States        <=50K  (24,31]  [17,28] [16.5,28.5]
## 39         United-States        <=50K  [17,24]  [17,28] [16.5,28.5]
## 40           Philippines        <=50K  (24,31]  [17,28] [16.5,28.5]
## 41         United-States        <=50K  [17,24]  [17,28] [16.5,28.5]
## 42         United-States        <=50K  (24,31]  [17,28] [16.5,28.5]
## 43         United-States        <=50K  (24,31]  [17,28] [16.5,28.5]
## 44         United-States        <=50K  (24,31]  [17,28] [16.5,28.5]
## 45         United-States         >50K  [17,24]  [17,28] [16.5,28.5]
## 46         United-States        <=50K  [17,24]  [17,28] [16.5,28.5]
## 47         United-States        <=50K  (24,31]  [17,28] [16.5,28.5]
## 48         United-States        <=50K  [17,24]  [17,28] [16.5,28.5]
## 49         United-States        <=50K  (24,31]  [17,28] [16.5,28.5]
## 50         United-States        <=50K  [17,24]  [17,28] [16.5,28.5]
## 51         United-States        <=50K  [17,24]  [17,28] [16.5,28.5]
## 52         United-States         >50K  (24,31]  [17,28] [16.5,28.5]
## 53         United-States        <=50K  [17,24]  [17,28] [16.5,28.5]
## 54         United-States        <=50K  [17,24]  [17,28] [16.5,28.5]
## 55         United-States         >50K  [17,24]  [17,28] [16.5,28.5]
## 56         United-States        <=50K  (24,31]  [17,28] [16.5,28.5]
## 57         United-States        <=50K  (24,31]  [17,28] [16.5,28.5]
## 58         United-States        <=50K  (24,31]  [17,28] [16.5,28.5]
## 59         United-States        <=50K  [17,24]  [17,28] [16.5,28.5]
## 60         United-States        <=50K  (24,31]  [17,28] [16.5,28.5]
## 61                Mexico        <=50K  (24,31]  [17,28] [16.5,28.5]
## 62         United-States        <=50K  [17,24]  [17,28] [16.5,28.5]
## 63         United-States        <=50K  (24,31]  [17,28] [16.5,28.5]
## 64                Mexico        <=50K  (24,31]  [17,28] [16.5,28.5]
## 65         United-States        <=50K  [17,24]  [17,28] [16.5,28.5]
## 66         United-States        <=50K  [17,24]  [17,28] [16.5,28.5]
## 67         United-States        <=50K  (24,31]  [17,28] [16.5,28.5]
## 68         United-States        <=50K  [17,24]  [17,28] [16.5,28.5]
## 69         United-States        <=50K  [17,24]  [17,28] [16.5,28.5]
## 70         United-States         >50K  [17,24]  [17,28] [16.5,28.5]
## 71         United-States        <=50K  (24,31]  [17,28] [16.5,28.5]
## 72         United-States        <=50K  [17,24]  [17,28] [16.5,28.5]
## 73                     ?        <=50K  (24,31]  [17,28] [16.5,28.5]
## 74         United-States        <=50K  [17,24]  [17,28] [16.5,28.5]
## 75               England        <=50K  (24,31]  [17,28] [16.5,28.5]
## 76         United-States        <=50K  [17,24]  [17,28] [16.5,28.5]
## 77         United-States        <=50K  [17,24]  [17,28] [16.5,28.5]
## 78         United-States        <=50K  (24,31]  [17,28] [16.5,28.5]
## 79                Taiwan        <=50K  [17,24]  [17,28] [16.5,28.5]
## 80         United-States        <=50K  (24,31]  [17,28] [16.5,28.5]
## 81         United-States        <=50K  (24,31]  [17,28] [16.5,28.5]
## 82         United-States        <=50K  [17,24]  [17,28] [16.5,28.5]
## 83         United-States         >50K  (24,31]  [17,28] [16.5,28.5]
## 84         United-States        <=50K  [17,24]  [17,28] [16.5,28.5]
## 85         United-States        <=50K  (24,31]  [17,28] [16.5,28.5]
## 86         United-States        <=50K  (24,31]  [17,28] [16.5,28.5]
## 87         United-States        <=50K  (24,31]  [17,28] [16.5,28.5]
## 88         United-States         >50K  (24,31]  [17,28] [16.5,28.5]
## 89         United-States         >50K  (24,31]  [17,28] [16.5,28.5]
## 90         United-States        <=50K  (24,31]  [17,28] [16.5,28.5]
## 91         United-States         >50K  (24,31]  [17,28] [16.5,28.5]
## 92         United-States        <=50K  (24,31]  [17,28] [16.5,28.5]
## 93         United-States        <=50K  [17,24]  [17,28] [16.5,28.5]
## 94         United-States        <=50K  [17,24]  [17,28] [16.5,28.5]
## 95         United-States        <=50K  [17,24]  [17,28] [16.5,28.5]
## 96         United-States        <=50K  [17,24]  [17,28] [16.5,28.5]
## 97         United-States        <=50K  [17,24]  [17,28] [16.5,28.5]
## 98         United-States        <=50K  [17,24]  [17,28] [16.5,28.5]
## 99         United-States        <=50K  [17,24]  [17,28] [16.5,28.5]
## 100        United-States         >50K  (24,31]  [17,28] [16.5,28.5]
## 101        United-States        <=50K  [17,24]  [17,28] [16.5,28.5]
## 102        United-States         >50K  (24,31]  [17,28] [16.5,28.5]
## 103        United-States        <=50K  (24,31]  [17,28] [16.5,28.5]
## 104        United-States        <=50K  [17,24]  [17,28] [16.5,28.5]
## 105        United-States        <=50K  [17,24]  [17,28] [16.5,28.5]
## 106        United-States        <=50K  [17,24]  [17,28] [16.5,28.5]
## 107        United-States        <=50K  [17,24]  [17,28] [16.5,28.5]
## 108        United-States        <=50K  [17,24]  [17,28] [16.5,28.5]
## 109        United-States         >50K  (24,31]  [17,28] [16.5,28.5]
## 110               Canada        <=50K  (24,31]  [17,28] [16.5,28.5]
## 111        United-States        <=50K  (24,31]  [17,28] [16.5,28.5]
## 112        United-States         >50K  (24,31]  [17,28] [16.5,28.5]
## 113        United-States         >50K  (24,31]  [17,28] [16.5,28.5]
## 114        United-States        <=50K  [17,24]  [17,28] [16.5,28.5]
## 115        United-States        <=50K  (24,31]  [17,28] [16.5,28.5]
## 116        United-States        <=50K  [17,24]  [17,28] [16.5,28.5]
## 117        United-States        <=50K  (24,31]  [17,28] [16.5,28.5]
## 118        United-States         >50K  (24,31]  [17,28] [16.5,28.5]
## 119        United-States        <=50K  (24,31]  [17,28] [16.5,28.5]
## 120        United-States        <=50K  (24,31]  [17,28] [16.5,28.5]
## 121        United-States        <=50K  (24,31]  [17,28] [16.5,28.5]
## 122        United-States         >50K  (24,31]  [17,28] [16.5,28.5]
## 123        United-States        <=50K  (24,31]  [17,28] [16.5,28.5]
## 124        United-States         >50K  (24,31]  [17,28] [16.5,28.5]
## 125        United-States        <=50K  [17,24]  [17,28] [16.5,28.5]
## 126        United-States        <=50K  [17,24]  [17,28] [16.5,28.5]
## 127             Cambodia        <=50K  (24,31]  [17,28] [16.5,28.5]
## 128        United-States         >50K  (24,31]  [17,28] [16.5,28.5]
## 129        United-States         >50K  (24,31]  [17,28] [16.5,28.5]
## 130        United-States        <=50K  [17,24]  [17,28] [16.5,28.5]
## 131        United-States        <=50K  [17,24]  [17,28] [16.5,28.5]
## 132        United-States        <=50K  [17,24]  [17,28] [16.5,28.5]
## 133        United-States        <=50K  (24,31]  [17,28] [16.5,28.5]
## 134   Dominican-Republic        <=50K  [17,24]  [17,28] [16.5,28.5]
## 135        United-States        <=50K  [17,24]  [17,28] [16.5,28.5]
## 136        United-States         >50K  (24,31]  [17,28] [16.5,28.5]
## 137        United-States        <=50K  [17,24]  [17,28] [16.5,28.5]
## 138        United-States        <=50K  [17,24]  [17,28] [16.5,28.5]
## 139        United-States        <=50K  [17,24]  [17,28] [16.5,28.5]
## 140        United-States        <=50K  [17,24]  [17,28] [16.5,28.5]
## 141        United-States        <=50K  (24,31]  [17,28] [16.5,28.5]
## 142        United-States         >50K  (24,31]  [17,28] [16.5,28.5]
## 143        United-States        <=50K  (24,31]  [17,28] [16.5,28.5]
## 144        United-States        <=50K  [17,24]  [17,28] [16.5,28.5]
## 145        United-States        <=50K  [17,24]  [17,28] [16.5,28.5]
## 146        United-States        <=50K  [17,24]  [17,28] [16.5,28.5]
## 147        United-States        <=50K  [17,24]  [17,28] [16.5,28.5]
## 148        United-States        <=50K  [17,24]  [17,28] [16.5,28.5]
## 149        United-States        <=50K  (24,31]  [17,28] [16.5,28.5]
## 150        United-States        <=50K  (24,31]  [17,28] [16.5,28.5]
## 151        United-States         >50K  [17,24]  [17,28] [16.5,28.5]
## 152        United-States         >50K  (24,31]  [17,28] [16.5,28.5]
## 153        United-States        <=50K  (24,31]  [17,28] [16.5,28.5]
## 154        United-States         >50K  (24,31]  [17,28] [16.5,28.5]
## 155        United-States        <=50K  [17,24]  [17,28] [16.5,28.5]
## 156        United-States        <=50K  (24,31]  [17,28] [16.5,28.5]
## 157        United-States        <=50K  (24,31]  [17,28] [16.5,28.5]
## 158        United-States        <=50K  (24,31]  [17,28] [16.5,28.5]
## 159        United-States        <=50K  [17,24]  [17,28] [16.5,28.5]
## 160        United-States        <=50K  [17,24]  [17,28] [16.5,28.5]
## 161        United-States        <=50K  [17,24]  [17,28] [16.5,28.5]
## 162        United-States        <=50K  (24,31]  [17,28] [16.5,28.5]
## 163        United-States        <=50K  (24,31]  [17,28] [16.5,28.5]
## 164        United-States        <=50K  (24,31]  [17,28] [16.5,28.5]
## 165        United-States        <=50K  [17,24]  [17,28] [16.5,28.5]
## 166        United-States        <=50K  [17,24]  [17,28] [16.5,28.5]
## 167        United-States        <=50K  [17,24]  [17,28] [16.5,28.5]
## 168             Cambodia        <=50K  [17,24]  [17,28] [16.5,28.5]
## 169        United-States        <=50K  (24,31]  [17,28] [16.5,28.5]
## 170        United-States        <=50K  (24,31]  [17,28] [16.5,28.5]
## 171        United-States        <=50K  (24,31]  [17,28] [16.5,28.5]
## 172        United-States        <=50K  [17,24]  [17,28] [16.5,28.5]
## 173        United-States        <=50K  (24,31]  [17,28] [16.5,28.5]
## 174        United-States        <=50K  [17,24]  [17,28] [16.5,28.5]
## 175        United-States        <=50K  (24,31]  [17,28] [16.5,28.5]
## 176        United-States        <=50K  (24,31]  [17,28] [16.5,28.5]
## 177        United-States        <=50K  [17,24]  [17,28] [16.5,28.5]
## 178        United-States         >50K  (24,31]  [17,28] [16.5,28.5]
## 179        United-States        <=50K  [17,24]  [17,28] [16.5,28.5]
## 180        United-States         >50K  (24,31]  [17,28] [16.5,28.5]
## 181        United-States        <=50K  (24,31]  [17,28] [16.5,28.5]
## 182        United-States        <=50K  (24,31]  [17,28] [16.5,28.5]
## 183        United-States        <=50K  (24,31]  [17,28] [16.5,28.5]
## 184        United-States        <=50K  [17,24]  [17,28] [16.5,28.5]
## 185        United-States        <=50K  (24,31]  [17,28] [16.5,28.5]
## 186        United-States        <=50K  [17,24]  [17,28] [16.5,28.5]
## 187                    ?         >50K  [17,24]  [17,28] [16.5,28.5]
## 188               Canada        <=50K  (24,31]  [17,28] [16.5,28.5]
## 189        United-States        <=50K  [17,24]  [17,28] [16.5,28.5]
## 190        United-States        <=50K  [17,24]  [17,28] [16.5,28.5]
## 191        United-States        <=50K  [17,24]  [17,28] [16.5,28.5]
## 192        United-States        <=50K  [17,24]  [17,28] [16.5,28.5]
## 193        United-States        <=50K  (24,31]  [17,28] [16.5,28.5]
## 194        United-States        <=50K  [17,24]  [17,28] [16.5,28.5]
## 195        United-States        <=50K  [17,24]  [17,28] [16.5,28.5]
## 196        United-States        <=50K  [17,24]  [17,28] [16.5,28.5]
## 197        United-States        <=50K  [17,24]  [17,28] [16.5,28.5]
## 198        United-States        <=50K  [17,24]  [17,28] [16.5,28.5]
## 199        United-States        <=50K  [17,24]  [17,28] [16.5,28.5]
## 200        United-States        <=50K  [17,24]  [17,28] [16.5,28.5]
## 201        United-States        <=50K  [17,24]  [17,28] [16.5,28.5]
## 202        United-States        <=50K  (24,31]  [17,28] [16.5,28.5]
## 203        United-States        <=50K  (24,31]  [17,28] [16.5,28.5]
## 204        United-States        <=50K  [17,24]  [17,28] [16.5,28.5]
## 205        United-States        <=50K  [17,24]  [17,28] [16.5,28.5]
## 206        United-States        <=50K  (24,31]  [17,28] [16.5,28.5]
## 207               Mexico        <=50K  (24,31]  [17,28] [16.5,28.5]
## 208        United-States        <=50K  [17,24]  [17,28] [16.5,28.5]
## 209        United-States        <=50K  [17,24]  [17,28] [16.5,28.5]
## 210        United-States        <=50K  [17,24]  [17,28] [16.5,28.5]
## 211          El-Salvador        <=50K  [17,24]  [17,28] [16.5,28.5]
## 212        United-States        <=50K  [17,24]  [17,28] [16.5,28.5]
## 213        United-States        <=50K  [17,24]  [17,28] [16.5,28.5]
## 214        United-States        <=50K  [17,24]  [17,28] [16.5,28.5]
## 215        United-States        <=50K  [17,24]  [17,28] [16.5,28.5]
## 216        United-States        <=50K  [17,24]  [17,28] [16.5,28.5]
## 217        United-States        <=50K  (24,31]  [17,28] [16.5,28.5]
## 218        United-States        <=50K  [17,24]  [17,28] [16.5,28.5]
## 219        United-States        <=50K  [17,24]  [17,28] [16.5,28.5]
## 220        United-States         >50K  (24,31]  [17,28] [16.5,28.5]
## 221        United-States         >50K  (24,31]  [17,28] [16.5,28.5]
## 222                India         >50K  [17,24]  [17,28] [16.5,28.5]
## 223        United-States        <=50K  [17,24]  [17,28] [16.5,28.5]
## 224        United-States        <=50K  [17,24]  [17,28] [16.5,28.5]
## 225        United-States         >50K  (24,31]  [17,28] [16.5,28.5]
## 226        United-States        <=50K  (24,31]  [17,28] [16.5,28.5]
## 227        United-States        <=50K  [17,24]  [17,28] [16.5,28.5]
## 228        United-States        <=50K  [17,24]  [17,28] [16.5,28.5]
## 229                    ?        <=50K  (24,31]  (28,37] [26.5,38.5]
## 230        United-States        <=50K  (24,31]  [17,28] [26.5,38.5]
## 231        United-States        <=50K  (37,44]  (37,48] [26.5,38.5]
## 232          Puerto-Rico        <=50K  (24,31]  [17,28] [26.5,38.5]
## 233        United-States         >50K  (24,31]  [17,28] [26.5,38.5]
## 234        United-States        <=50K  (31,37]  (28,37] [26.5,38.5]
## 235          Philippines        <=50K  (24,31]  [17,28] [26.5,38.5]
## 236        United-States         >50K  (31,37]  (28,37] [26.5,38.5]
## 237        United-States         >50K  (24,31]  (28,37] [26.5,38.5]
## 238                 Cuba        <=50K  (24,31]  (28,37] [26.5,38.5]
## 239        United-States        <=50K  (24,31]  [17,28] [26.5,38.5]
## 240        United-States        <=50K  (31,37]  (28,37] [26.5,38.5]
## 241        United-States         >50K  (31,37]  (28,37] [26.5,38.5]
## 242        United-States         >50K  (31,37]  (28,37] [26.5,38.5]
## 243        United-States         >50K  (31,37]  (28,37] [26.5,38.5]
## 244        United-States         >50K  (37,44]  (37,48] [26.5,38.5]
## 245        United-States        <=50K  (24,31]  [17,28] [26.5,38.5]
## 246        United-States         >50K  (24,31]  (28,37] [26.5,38.5]
## 247        United-States        <=50K  (24,31]  [17,28] [26.5,38.5]
## 248        United-States         >50K  (37,44]  (37,48] [26.5,38.5]
## 249        United-States        <=50K  (31,37]  (28,37] [26.5,38.5]
## 250        United-States        <=50K  (24,31]  (28,37] [26.5,38.5]
## 251        United-States        <=50K  (31,37]  (28,37] [26.5,38.5]
## 252        United-States         >50K  (31,37]  (28,37] [26.5,38.5]
## 253        United-States         >50K  (31,37]  (28,37] [26.5,38.5]
## 254        United-States        <=50K  (31,37]  (28,37] [26.5,38.5]
## 255                    ?        <=50K  (24,31]  (28,37] [26.5,38.5]
## 256        United-States        <=50K  (24,31]  (28,37] [26.5,38.5]
## 257        United-States         >50K  (31,37]  (28,37] [26.5,38.5]
## 258        United-States        <=50K  (24,31]  (28,37] [26.5,38.5]
## 259        United-States        <=50K  (24,31]  (28,37] [26.5,38.5]
## 260        United-States         >50K  (31,37]  (28,37] [26.5,38.5]
## 261        United-States         >50K  (24,31]  [17,28] [26.5,38.5]
## 262        United-States        <=50K  (31,37]  (28,37] [26.5,38.5]
## 263        United-States         >50K  (37,44]  (37,48] [26.5,38.5]
## 264              Vietnam        <=50K  (37,44]  (37,48] [26.5,38.5]
## 265        United-States        <=50K  (31,37]  (28,37] [26.5,38.5]
## 266        United-States        <=50K  (24,31]  (28,37] [26.5,38.5]
## 267        United-States        <=50K  (31,37]  (28,37] [26.5,38.5]
## 268        United-States        <=50K  (24,31]  (28,37] [26.5,38.5]
## 269        United-States        <=50K  (24,31]  (28,37] [26.5,38.5]
## 270        United-States        <=50K  (31,37]  (28,37] [26.5,38.5]
## 271        United-States        <=50K  (24,31]  (28,37] [26.5,38.5]
## 272        United-States         >50K  (31,37]  (28,37] [26.5,38.5]
## 273        United-States         >50K  (37,44]  (37,48] [26.5,38.5]
## 274        United-States        <=50K  (24,31]  (28,37] [26.5,38.5]
## 275                 Peru         >50K  (31,37]  (28,37] [26.5,38.5]
## 276        United-States        <=50K  (31,37]  (28,37] [26.5,38.5]
## 277        United-States        <=50K  (24,31]  (28,37] [26.5,38.5]
## 278        United-States        <=50K  (31,37]  (28,37] [26.5,38.5]
## 279        United-States        <=50K  (31,37]  (28,37] [26.5,38.5]
## 280        United-States        <=50K  (31,37]  (28,37] [26.5,38.5]
## 281        United-States        <=50K  (24,31]  [17,28] [26.5,38.5]
## 282        United-States         >50K  (37,44]  (37,48] [26.5,38.5]
## 283        United-States        <=50K  (24,31]  [17,28] [26.5,38.5]
## 284        United-States         >50K  (31,37]  (28,37] [26.5,38.5]
## 285        United-States        <=50K  (31,37]  (28,37] [26.5,38.5]
## 286        United-States         >50K  (31,37]  (28,37] [26.5,38.5]
## 287        United-States         >50K  (31,37]  (28,37] [26.5,38.5]
## 288        United-States        <=50K  (31,37]  (28,37] [26.5,38.5]
## 289        United-States        <=50K  (31,37]  (28,37] [26.5,38.5]
## 290        United-States        <=50K  (24,31]  [17,28] [26.5,38.5]
## 291          Puerto-Rico         >50K  (24,31]  (28,37] [26.5,38.5]
## 292        United-States         >50K  (31,37]  (28,37] [26.5,38.5]
## 293        United-States         >50K  (31,37]  (28,37] [26.5,38.5]
## 294        United-States         >50K  (31,37]  (28,37] [26.5,38.5]
## 295          El-Salvador        <=50K  (24,31]  (28,37] [26.5,38.5]
## 296        United-States         >50K  (24,31]  (28,37] [26.5,38.5]
## 297        United-States         >50K  (24,31]  (28,37] [26.5,38.5]
## 298        United-States         >50K  (31,37]  (28,37] [26.5,38.5]
## 299        United-States         >50K  (31,37]  (28,37] [26.5,38.5]
## 300        United-States        <=50K  (24,31]  (28,37] [26.5,38.5]
## 301                China         >50K  (24,31]  (28,37] [26.5,38.5]
## 302        United-States        <=50K  (24,31]  [17,28] [26.5,38.5]
## 303        United-States        <=50K  (24,31]  [17,28] [26.5,38.5]
## 304        United-States        <=50K  (24,31]  [17,28] [26.5,38.5]
## 305        United-States        <=50K  (31,37]  (28,37] [26.5,38.5]
## 306        United-States        <=50K  (31,37]  (28,37] [26.5,38.5]
## 307        United-States        <=50K  (24,31]  (28,37] [26.5,38.5]
## 308        United-States        <=50K  (24,31]  [17,28] [26.5,38.5]
## 309        United-States         >50K  (31,37]  (28,37] [26.5,38.5]
## 310                South        <=50K  (24,31]  (28,37] [26.5,38.5]
## 311        United-States         >50K  (37,44]  (37,48] [26.5,38.5]
## 312        United-States         >50K  (24,31]  (28,37] [26.5,38.5]
## 313        United-States         >50K  (37,44]  (37,48] [26.5,38.5]
## 314        United-States        <=50K  (31,37]  (28,37] [26.5,38.5]
## 315        United-States        <=50K  (24,31]  (28,37] [26.5,38.5]
## 316        United-States         >50K  (31,37]  (28,37] [26.5,38.5]
## 317        United-States         >50K  (31,37]  (28,37] [26.5,38.5]
## 318        United-States         >50K  (31,37]  (28,37] [26.5,38.5]
## 319        United-States         >50K  (31,37]  (28,37] [26.5,38.5]
## 320                Haiti        <=50K  (24,31]  (28,37] [26.5,38.5]
## 321        United-States         >50K  (37,44]  (37,48] [26.5,38.5]
## 322              Germany         >50K  (31,37]  (28,37] [26.5,38.5]
## 323        United-States         >50K  (24,31]  (28,37] [26.5,38.5]
## 324        United-States         >50K  (24,31]  (28,37] [26.5,38.5]
## 325        United-States        <=50K  (24,31]  (28,37] [26.5,38.5]
## 326        United-States         >50K  (31,37]  (28,37] [26.5,38.5]
## 327        United-States        <=50K  (31,37]  (28,37] [26.5,38.5]
## 328        United-States        <=50K  (24,31]  [17,28] [26.5,38.5]
## 329        United-States        <=50K  (31,37]  (28,37] [26.5,38.5]
## 330        United-States         >50K  (37,44]  (37,48] [26.5,38.5]
## 331        United-States         >50K  (31,37]  (28,37] [26.5,38.5]
## 332        United-States        <=50K  (24,31]  (28,37] [26.5,38.5]
## 333        United-States         >50K  (31,37]  (28,37] [26.5,38.5]
## 334        United-States         >50K  (31,37]  (28,37] [26.5,38.5]
## 335                 Iran        <=50K  (31,37]  (28,37] [26.5,38.5]
## 336                    ?        <=50K  (37,44]  (37,48] [26.5,38.5]
## 337        United-States         >50K  (31,37]  (28,37] [26.5,38.5]
## 338        United-States        <=50K  (31,37]  (28,37] [26.5,38.5]
## 339        United-States         >50K  (24,31]  (28,37] [26.5,38.5]
## 340        United-States        <=50K  (24,31]  [17,28] [26.5,38.5]
## 341        United-States        <=50K  (24,31]  (28,37] [26.5,38.5]
## 342        United-States         >50K  (24,31]  (28,37] [26.5,38.5]
## 343        United-States         >50K  (31,37]  (28,37] [26.5,38.5]
## 344        United-States        <=50K  (31,37]  (28,37] [26.5,38.5]
## 345        United-States         >50K  (31,37]  (28,37] [26.5,38.5]
## 346        United-States         >50K  (24,31]  (28,37] [26.5,38.5]
## 347        United-States        <=50K  (24,31]  (28,37] [26.5,38.5]
## 348        United-States        <=50K  (24,31]  (28,37] [26.5,38.5]
## 349        United-States        <=50K  (24,31]  [17,28] [26.5,38.5]
## 350        United-States        <=50K  (31,37]  (28,37] [26.5,38.5]
## 351        United-States        <=50K  (31,37]  (28,37] [26.5,38.5]
## 352        United-States        <=50K  (24,31]  (28,37] [26.5,38.5]
## 353        United-States         >50K  (31,37]  (28,37] [26.5,38.5]
## 354                    ?        <=50K  (24,31]  [17,28] [26.5,38.5]
## 355        United-States         >50K  (24,31]  (28,37] [26.5,38.5]
## 356        United-States         >50K  (31,37]  (28,37] [26.5,38.5]
## 357              England        <=50K  (24,31]  [17,28] [26.5,38.5]
## 358        United-States        <=50K  (31,37]  (28,37] [26.5,38.5]
## 359        United-States        <=50K  (24,31]  (28,37] [26.5,38.5]
## 360        United-States        <=50K  (37,44]  (37,48] [26.5,38.5]
## 361        United-States         >50K  (31,37]  (28,37] [26.5,38.5]
## 362        United-States         >50K  (24,31]  (28,37] [26.5,38.5]
## 363        United-States        <=50K  (31,37]  (28,37] [26.5,38.5]
## 364        United-States         >50K  (31,37]  (28,37] [26.5,38.5]
## 365        United-States        <=50K  (31,37]  (28,37] [26.5,38.5]
## 366        United-States         >50K  (24,31]  (28,37] [26.5,38.5]
## 367        United-States        <=50K  (24,31]  [17,28] [26.5,38.5]
## 368        United-States         >50K  (31,37]  (28,37] [26.5,38.5]
## 369        United-States         >50K  (24,31]  [17,28] [26.5,38.5]
## 370        United-States         >50K  (24,31]  (28,37] [26.5,38.5]
## 371        United-States        <=50K  (37,44]  (37,48] [26.5,38.5]
## 372        United-States         >50K  (31,37]  (28,37] [26.5,38.5]
## 373        United-States         >50K  (31,37]  (28,37] [26.5,38.5]
## 374        United-States         >50K  (24,31]  (28,37] [26.5,38.5]
## 375        United-States        <=50K  (24,31]  [17,28] [26.5,38.5]
## 376        United-States         >50K  (37,44]  (37,48] [26.5,38.5]
## 377        United-States         >50K  (24,31]  [17,28] [26.5,38.5]
## 378        United-States        <=50K  (31,37]  (28,37] [26.5,38.5]
## 379        United-States         >50K  (31,37]  (28,37] [26.5,38.5]
## 380        United-States         >50K  (31,37]  (28,37] [26.5,38.5]
## 381        United-States         >50K  (31,37]  (28,37] [26.5,38.5]
## 382        United-States        <=50K  (31,37]  (28,37] [26.5,38.5]
## 383        United-States         >50K  (24,31]  [17,28] [26.5,38.5]
## 384        United-States        <=50K  (31,37]  (28,37] [26.5,38.5]
## 385        United-States        <=50K  (24,31]  (28,37] [26.5,38.5]
## 386          Philippines        <=50K  (37,44]  (37,48] [26.5,38.5]
## 387                    ?         >50K  (31,37]  (28,37] [26.5,38.5]
## 388        United-States        <=50K  (31,37]  (28,37] [26.5,38.5]
## 389                India         >50K  (31,37]  (28,37] [26.5,38.5]
## 390        United-States        <=50K  (31,37]  (28,37] [26.5,38.5]
## 391        United-States        <=50K  (24,31]  (28,37] [26.5,38.5]
## 392        United-States        <=50K  (31,37]  (28,37] [26.5,38.5]
## 393        United-States         >50K  (24,31]  [17,28] [26.5,38.5]
## 394        United-States        <=50K  (24,31]  [17,28] [26.5,38.5]
## 395        United-States         >50K  (31,37]  (28,37] [26.5,38.5]
## 396        United-States         >50K  (31,37]  (28,37] [26.5,38.5]
## 397        United-States        <=50K  (24,31]  (28,37] [26.5,38.5]
## 398        United-States        <=50K  (31,37]  (28,37] [26.5,38.5]
## 399        United-States        <=50K  (31,37]  (28,37] [26.5,38.5]
## 400              Ireland         >50K  (31,37]  (28,37] [26.5,38.5]
## 401        United-States        <=50K  (31,37]  (28,37] [26.5,38.5]
## 402        United-States         >50K  (31,37]  (28,37] [26.5,38.5]
## 403        United-States         >50K  (31,37]  (28,37] [26.5,38.5]
## 404        United-States        <=50K  (31,37]  (28,37] [26.5,38.5]
## 405        United-States        <=50K  (37,44]  (37,48] [26.5,38.5]
## 406        United-States         >50K  (31,37]  (28,37] [26.5,38.5]
## 407        United-States         >50K  (31,37]  (28,37] [26.5,38.5]
## 408        United-States        <=50K  (31,37]  (28,37] [26.5,38.5]
## 409        United-States        <=50K  (31,37]  (28,37] [26.5,38.5]
## 410        United-States         >50K  (31,37]  (28,37] [26.5,38.5]
## 411        United-States         >50K  (31,37]  (28,37] [26.5,38.5]
## 412        United-States        <=50K  (24,31]  (28,37] [26.5,38.5]
## 413        United-States        <=50K  (31,37]  (28,37] [26.5,38.5]
## 414        United-States         >50K  (31,37]  (28,37] [26.5,38.5]
## 415        United-States         >50K  (24,31]  (28,37] [26.5,38.5]
## 416        United-States         >50K  (31,37]  (28,37] [26.5,38.5]
## 417        United-States         >50K  (24,31]  [17,28] [26.5,38.5]
## 418                    ?        <=50K  (31,37]  (28,37] [26.5,38.5]
## 419        United-States         >50K  (31,37]  (28,37] [26.5,38.5]
## 420        United-States         >50K  (31,37]  (28,37] [26.5,38.5]
## 421        United-States         >50K  (31,37]  (28,37] [26.5,38.5]
## 422        United-States        <=50K  (24,31]  (28,37] [26.5,38.5]
## 423        United-States         >50K  (31,37]  (28,37] [26.5,38.5]
## 424        United-States         >50K  (24,31]  (28,37] [26.5,38.5]
## 425        United-States        <=50K  (37,44]  (37,48] [26.5,38.5]
## 426        United-States         >50K  (24,31]  (28,37] [26.5,38.5]
## 427        United-States        <=50K  (31,37]  (28,37] [26.5,38.5]
## 428        United-States         >50K  (37,44]  (37,48] [26.5,38.5]
## 429        United-States        <=50K  (31,37]  (28,37] [26.5,38.5]
## 430        United-States        <=50K  (24,31]  (28,37] [26.5,38.5]
## 431        United-States         >50K  (31,37]  (28,37] [26.5,38.5]
## 432        United-States         >50K  (31,37]  (28,37] [26.5,38.5]
## 433        United-States        <=50K  (31,37]  (28,37] [26.5,38.5]
## 434        United-States        <=50K  (31,37]  (28,37] [26.5,38.5]
## 435        United-States         >50K  (24,31]  [17,28] [26.5,38.5]
## 436        United-States        <=50K  (24,31]  (28,37] [26.5,38.5]
## 437               Taiwan         >50K  (24,31]  (28,37] [26.5,38.5]
## 438               Canada        <=50K  (24,31]  [17,28] [26.5,38.5]
## 439        United-States        <=50K  (31,37]  (28,37] [26.5,38.5]
## 440        United-States         >50K  (24,31]  (28,37] [26.5,38.5]
## 441                South         >50K  (24,31]  (28,37] [26.5,38.5]
## 442        United-States         >50K  (31,37]  (28,37] [26.5,38.5]
## 443        United-States         >50K  (24,31]  [17,28] [26.5,38.5]
## 444        United-States        <=50K  (31,37]  (28,37] [26.5,38.5]
## 445        United-States         >50K  (24,31]  [17,28] [26.5,38.5]
## 446        United-States         >50K  (24,31]  (28,37] [26.5,38.5]
## 447                    ?        <=50K  (31,37]  (28,37] [26.5,38.5]
## 448        United-States         >50K  (31,37]  (28,37] [26.5,38.5]
## 449        United-States        <=50K  (31,37]  (28,37] [26.5,38.5]
## 450        United-States        <=50K  (37,44]  (37,48] [26.5,38.5]
## 451        United-States        <=50K  (24,31]  [17,28] [26.5,38.5]
## 452        United-States         >50K  (37,44]  (37,48] [26.5,38.5]
## 453        United-States         >50K  (31,37]  (28,37] [26.5,38.5]
## 454        United-States        <=50K  (24,31]  [17,28] [26.5,38.5]
## 455        United-States        <=50K  (24,31]  (28,37] [26.5,38.5]
## 456        United-States        <=50K  (31,37]  (28,37] [26.5,38.5]
## 457        United-States         >50K  (24,31]  [17,28] [26.5,38.5]
## 458        United-States        <=50K  (24,31]  [17,28] [26.5,38.5]
## 459        United-States        <=50K  (24,31]  (28,37] [26.5,38.5]
## 460        United-States         >50K  (24,31]  [17,28] [26.5,38.5]
## 461        United-States         >50K  (24,31]  [17,28] [26.5,38.5]
## 462        United-States        <=50K  (31,37]  (28,37] [26.5,38.5]
## 463        United-States        <=50K  (24,31]  (28,37] [26.5,38.5]
## 464        United-States         >50K  (31,37]  (28,37] [26.5,38.5]
## 465        United-States         >50K  (24,31]  (28,37] [26.5,38.5]
## 466        United-States        <=50K  (31,37]  (28,37] [26.5,38.5]
## 467                    ?        <=50K  (31,37]  (28,37] [26.5,38.5]
## 468        United-States         >50K  (37,44]  (37,48] [26.5,38.5]
## 469        United-States        <=50K  (24,31]  (28,37] [26.5,38.5]
## 470        United-States        <=50K  (24,31]  (28,37] [26.5,38.5]
## 471             Cambodia        <=50K  (24,31]  [17,28] [26.5,38.5]
## 472        United-States         >50K  (37,44]  (37,48] [26.5,38.5]
## 473        United-States         >50K  (24,31]  [17,28] [26.5,38.5]
## 474        United-States         >50K  (24,31]  (28,37] [26.5,38.5]
## 475        United-States        <=50K  (37,44]  (37,48] [26.5,38.5]
## 476                India         >50K  (24,31]  (28,37] [26.5,38.5]
## 477        United-States        <=50K  (24,31]  [17,28] [26.5,38.5]
## 478        United-States        <=50K  (31,37]  (28,37] [26.5,38.5]
## 479        United-States         >50K  (31,37]  (28,37] [26.5,38.5]
## 480        United-States        <=50K  (24,31]  (28,37] [26.5,38.5]
## 481        United-States         >50K  (31,37]  (28,37] [26.5,38.5]
## 482        United-States        <=50K  (24,31]  (28,37] [26.5,38.5]
## 483        United-States         >50K  (31,37]  (28,37] [26.5,38.5]
## 484        United-States        <=50K  (24,31]  (28,37] [26.5,38.5]
## 485        United-States         >50K  (24,31]  [17,28] [26.5,38.5]
## 486        United-States         >50K  (24,31]  (28,37] [26.5,38.5]
## 487        United-States        <=50K  (31,37]  (28,37] [26.5,38.5]
## 488        United-States         >50K  (31,37]  (28,37] [26.5,38.5]
## 489        United-States        <=50K  (31,37]  (28,37] [26.5,38.5]
## 490        United-States        <=50K  (31,37]  (28,37] [26.5,38.5]
## 491        United-States         >50K  (31,37]  (28,37] [26.5,38.5]
## 492        United-States        <=50K  (31,37]  (28,37] [26.5,38.5]
## 493        United-States         >50K  (24,31]  (28,37] [26.5,38.5]
## 494        United-States        <=50K  (24,31]  (28,37] [26.5,38.5]
## 495        United-States         >50K  (31,37]  (28,37] [26.5,38.5]
## 496        United-States        <=50K  (24,31]  (28,37] [26.5,38.5]
## 497        United-States        <=50K  (31,37]  (28,37] [26.5,38.5]
## 498        United-States         >50K  (31,37]  (28,37] [26.5,38.5]
## 499        United-States         >50K  (31,37]  (28,37] [26.5,38.5]
## 500        United-States        <=50K  (24,31]  (28,37] [26.5,38.5]
## 501               Canada        <=50K  (37,44]  (37,48] [26.5,38.5]
## 502        United-States         >50K  (24,31]  (28,37] [26.5,38.5]
## 503              Vietnam        <=50K  (24,31]  (28,37] [26.5,38.5]
## 504        United-States        <=50K  (24,31]  [17,28] [26.5,38.5]
## 505        United-States         >50K  (31,37]  (28,37] [26.5,38.5]
## 506        United-States        <=50K  (31,37]  (28,37] [26.5,38.5]
## 507   Holand-Netherlands        <=50K  (31,37]  (28,37] [26.5,38.5]
## 508        United-States        <=50K  (24,31]  [17,28] [26.5,38.5]
## 509        United-States        <=50K  (24,31]  (28,37] [26.5,38.5]
## 510        United-States         >50K  (31,37]  (28,37] [26.5,38.5]
## 511        United-States        <=50K  (31,37]  (28,37] [26.5,38.5]
## 512        United-States         >50K  (31,37]  (28,37] [26.5,38.5]
## 513        United-States        <=50K  (24,31]  (28,37] [26.5,38.5]
## 514        United-States        <=50K  (31,37]  (28,37] [26.5,38.5]
## 515        United-States        <=50K  (24,31]  [17,28] [26.5,38.5]
## 516        United-States        <=50K  (24,31]  [17,28] [26.5,38.5]
## 517        United-States         >50K  (31,37]  (28,37] [26.5,38.5]
## 518        United-States        <=50K  (31,37]  (28,37] [26.5,38.5]
## 519        United-States        <=50K  (24,31]  (28,37] [26.5,38.5]
## 520        United-States        <=50K  (31,37]  (28,37] [26.5,38.5]
## 521        United-States        <=50K  (31,37]  (28,37] [26.5,38.5]
## 522        United-States        <=50K  (31,37]  (28,37] [26.5,38.5]
## 523        United-States         >50K  (31,37]  (28,37] [26.5,38.5]
## 524        United-States         >50K  (24,31]  (28,37] [26.5,38.5]
## 525        United-States        <=50K  (31,37]  (28,37] [26.5,38.5]
## 526        United-States        <=50K  (31,37]  (28,37] [26.5,38.5]
## 527        United-States        <=50K  (31,37]  (28,37] [26.5,38.5]
## 528        United-States        <=50K  (24,31]  [17,28] [26.5,38.5]
## 529        United-States        <=50K  (31,37]  (28,37] [26.5,38.5]
## 530        United-States        <=50K  (24,31]  [17,28] [26.5,38.5]
## 531        United-States        <=50K  (31,37]  (28,37] [26.5,38.5]
## 532                    ?        <=50K  (31,37]  (28,37] [26.5,38.5]
## 533        United-States        <=50K  (24,31]  (28,37] [26.5,38.5]
## 534        United-States        <=50K  (31,37]  (28,37] [26.5,38.5]
## 535        United-States         >50K  (24,31]  (28,37] [26.5,38.5]
## 536        United-States        <=50K  (37,44]  (37,48] [26.5,38.5]
## 537        United-States         >50K  (37,44]  (37,48] [26.5,38.5]
## 538        United-States        <=50K  (24,31]  (28,37] [26.5,38.5]
## 539        United-States        <=50K  (31,37]  (28,37] [26.5,38.5]
## 540        United-States        <=50K  (31,37]  (28,37] [26.5,38.5]
## 541        United-States        <=50K  (24,31]  [17,28] [26.5,38.5]
## 542        United-States         >50K  (31,37]  (28,37] [26.5,38.5]
## 543        United-States         >50K  (31,37]  (28,37] [26.5,38.5]
## 544        United-States         >50K  (37,44]  (37,48] [26.5,38.5]
## 545        United-States        <=50K  (37,44]  (37,48] [26.5,38.5]
## 546        United-States         >50K  (31,37]  (28,37] [26.5,38.5]
## 547        United-States         >50K  (31,37]  (28,37] [26.5,38.5]
## 548        United-States        <=50K  (24,31]  (28,37] [26.5,38.5]
## 549        United-States         >50K  (31,37]  (28,37] [26.5,38.5]
## 550        United-States        <=50K  (31,37]  (28,37] [26.5,38.5]
## 551        United-States         >50K  (24,31]  (28,37] [26.5,38.5]
## 552        United-States        <=50K  (31,37]  (28,37] [26.5,38.5]
## 553        United-States        <=50K  (31,37]  (28,37] [26.5,38.5]
## 554        United-States         >50K  (31,37]  (28,37] [26.5,38.5]
## 555        United-States        <=50K  (31,37]  (28,37] [26.5,38.5]
## 556        United-States         >50K  (24,31]  (28,37] [26.5,38.5]
## 557        United-States         >50K  (31,37]  (28,37] [26.5,38.5]
## 558        United-States         >50K  (31,37]  (28,37] [26.5,38.5]
## 559        United-States        <=50K  (31,37]  (28,37] [26.5,38.5]
## 560        United-States         >50K  (31,37]  (28,37] [26.5,38.5]
## 561        United-States         >50K  (24,31]  [17,28] [26.5,38.5]
## 562        United-States        <=50K  (31,37]  (28,37] [26.5,38.5]
## 563        United-States         >50K  (31,37]  (28,37] [26.5,38.5]
## 564               Taiwan         >50K  (31,37]  (28,37] [26.5,38.5]
## 565        United-States        <=50K  (24,31]  (28,37] [26.5,38.5]
## 566        United-States         >50K  (24,31]  [17,28] [26.5,38.5]
## 567        United-States        <=50K  (24,31]  (28,37] [26.5,38.5]
## 568        United-States        <=50K  (31,37]  (28,37] [26.5,38.5]
## 569        United-States        <=50K  (24,31]  [17,28] [26.5,38.5]
## 570        United-States        <=50K  (24,31]  [17,28] [26.5,38.5]
## 571        United-States        <=50K  (31,37]  (28,37] [26.5,38.5]
## 572        United-States        <=50K  (37,44]  (37,48] [26.5,38.5]
## 573        United-States         >50K  (24,31]  (28,37] [26.5,38.5]
## 574        United-States        <=50K  (24,31]  [17,28] [26.5,38.5]
## 575        United-States         >50K  (31,37]  (28,37] [26.5,38.5]
## 576        United-States        <=50K  (37,44]  (37,48] [26.5,38.5]
## 577        United-States         >50K  (24,31]  (28,37] [26.5,38.5]
## 578        United-States         >50K  (24,31]  (28,37] [26.5,38.5]
## 579        United-States        <=50K  (37,44]  (37,48] [26.5,38.5]
## 580        United-States        <=50K  (31,37]  (28,37] [26.5,38.5]
## 581        United-States        <=50K  (24,31]  (28,37] [26.5,38.5]
## 582        United-States        <=50K  (31,37]  (28,37] [26.5,38.5]
## 583        United-States         >50K  (37,44]  (37,48] [26.5,38.5]
## 584               Canada        <=50K  (24,31]  [17,28] [26.5,38.5]
## 585        United-States        <=50K  (24,31]  (28,37] [26.5,38.5]
## 586        United-States         >50K  (24,31]  (28,37] [26.5,38.5]
## 587        United-States        <=50K  (31,37]  (28,37] [26.5,38.5]
## 588        United-States         >50K  (37,44]  (37,48] [26.5,38.5]
## 589                 Cuba         >50K  (37,44]  (37,48] [26.5,38.5]
## 590        United-States         >50K  (31,37]  (28,37] [26.5,38.5]
## 591        United-States         >50K  (31,37]  (28,37] [26.5,38.5]
## 592        United-States        <=50K  (31,37]  (28,37] [26.5,38.5]
## 593        United-States         >50K  (31,37]  (28,37] [26.5,38.5]
## 594        United-States         >50K  (31,37]  (28,37] [26.5,38.5]
## 595                Japan         >50K  (31,37]  (28,37] [26.5,38.5]
## 596        United-States        <=50K  (24,31]  (28,37] [26.5,38.5]
## 597        United-States         >50K  (31,37]  (28,37] [26.5,38.5]
## 598        United-States         >50K  (24,31]  (28,37] [26.5,38.5]
## 599        United-States         >50K  (31,37]  (28,37] [26.5,38.5]
## 600        United-States        <=50K  (31,37]  (28,37] [26.5,38.5]
## 601        United-States        <=50K  (31,37]  (28,37] [26.5,38.5]
## 602        United-States         >50K  (37,44]  (37,48] [26.5,38.5]
## 603        United-States         >50K  (31,37]  (28,37] [26.5,38.5]
## 604        United-States        <=50K  (24,31]  (28,37] [26.5,38.5]
## 605        United-States        <=50K  (31,37]  (28,37] [26.5,38.5]
## 606              Germany         >50K  (24,31]  (28,37] [26.5,38.5]
## 607                    ?        <=50K  (37,44]  (37,48] [26.5,38.5]
## 608        United-States         >50K  (31,37]  (28,37] [26.5,38.5]
## 609               Mexico        <=50K  (31,37]  (28,37] [26.5,38.5]
## 610        United-States        <=50K  (31,37]  (28,37] [26.5,38.5]
## 611        United-States        <=50K  (31,37]  (28,37] [26.5,38.5]
## 612        United-States        <=50K  (24,31]  (28,37] [26.5,38.5]
## 613        United-States        <=50K  (31,37]  (28,37] [26.5,38.5]
## 614        United-States         >50K  (31,37]  (28,37] [26.5,38.5]
## 615                South        <=50K  (31,37]  (28,37] [26.5,38.5]
## 616        United-States        <=50K  (31,37]  (28,37] [26.5,38.5]
## 617        United-States         >50K  (24,31]  (28,37] [26.5,38.5]
## 618        United-States        <=50K  (24,31]  (28,37] [26.5,38.5]
## 619        United-States         >50K  (24,31]  (28,37] [26.5,38.5]
## 620        United-States        <=50K  (31,37]  (28,37] [26.5,38.5]
## 621        United-States        <=50K  (31,37]  (28,37] [26.5,38.5]
## 622        United-States         >50K  (31,37]  (28,37] [26.5,38.5]
## 623        United-States        <=50K  (31,37]  (28,37] [26.5,38.5]
## 624        United-States         >50K  (24,31]  (28,37] [26.5,38.5]
## 625        United-States         >50K  (31,37]  (28,37] [26.5,38.5]
## 626        United-States        <=50K  (31,37]  (28,37] [26.5,38.5]
## 627        United-States        <=50K  (31,37]  (28,37] [26.5,38.5]
## 628        United-States        <=50K  (31,37]  (28,37] [26.5,38.5]
## 629        United-States        <=50K  (24,31]  [17,28] [26.5,38.5]
## 630        United-States        <=50K  (24,31]  [17,28] [26.5,38.5]
## 631        United-States         >50K  (31,37]  (28,37] [26.5,38.5]
## 632        United-States         >50K  (31,37]  (28,37] [26.5,38.5]
## 633        United-States        <=50K  (24,31]  (28,37] [26.5,38.5]
## 634        United-States        <=50K  (24,31]  (28,37] [26.5,38.5]
## 635        United-States        <=50K  (31,37]  (28,37] [26.5,38.5]
## 636        United-States        <=50K  (24,31]  (28,37] [26.5,38.5]
## 637        United-States        <=50K  (24,31]  [17,28] [26.5,38.5]
## 638        United-States         >50K  (31,37]  (28,37] [26.5,38.5]
## 639        United-States        <=50K  (24,31]  (28,37] [26.5,38.5]
## 640               Mexico        <=50K  (24,31]  [17,28] [26.5,38.5]
## 641        United-States         >50K  (24,31]  (28,37] [26.5,38.5]
## 642        United-States        <=50K  (24,31]  (28,37] [26.5,38.5]
## 643        United-States         >50K  (31,37]  (28,37] [26.5,38.5]
## 644        United-States        <=50K  (24,31]  (28,37] [26.5,38.5]
## 645        United-States        <=50K  (31,37]  (28,37] [26.5,38.5]
## 646        United-States         >50K  (31,37]  (28,37] [26.5,38.5]
## 647        United-States         >50K  (31,37]  (28,37] [26.5,38.5]
## 648        United-States         >50K  (31,37]  (28,37] [26.5,38.5]
## 649        United-States         >50K  (31,37]  (28,37] [26.5,38.5]
## 650        United-States         >50K  (31,37]  (28,37] [26.5,38.5]
## 651        United-States        <=50K  (31,37]  (28,37] [26.5,38.5]
## 652        United-States        <=50K  (31,37]  (28,37] [26.5,38.5]
## 653        United-States        <=50K  (31,37]  (28,37] [26.5,38.5]
## 654        United-States         >50K  (31,37]  (28,37] [26.5,38.5]
## 655        United-States         >50K  (31,37]  (28,37] [26.5,38.5]
## 656        United-States         >50K  (37,44]  (37,48] [26.5,38.5]
## 657        United-States        <=50K  (31,37]  (28,37] [26.5,38.5]
## 658        United-States         >50K  (31,37]  (28,37] [26.5,38.5]
## 659        United-States         >50K  (31,37]  (28,37] [26.5,38.5]
## 660        United-States         >50K  (24,31]  (28,37] [26.5,38.5]
## 661        United-States         >50K  (31,37]  (28,37] [26.5,38.5]
## 662                 Cuba         >50K  (31,37]  (28,37] [26.5,38.5]
## 663        United-States        <=50K  (24,31]  [17,28] [26.5,38.5]
## 664        United-States        <=50K  (31,37]  (28,37] [26.5,38.5]
## 665        United-States        <=50K  (31,37]  (28,37] [26.5,38.5]
## 666               Poland        <=50K  (37,44]  (37,48] [26.5,38.5]
## 667        United-States        <=50K  (31,37]  (28,37] [26.5,38.5]
## 668        United-States        <=50K  (24,31]  (28,37] [26.5,38.5]
## 669        United-States        <=50K  (31,37]  (28,37] [26.5,38.5]
## 670                 Iran         >50K  (31,37]  (28,37] [26.5,38.5]
## 671        United-States         >50K  (24,31]  (28,37] [26.5,38.5]
## 672        United-States         >50K  (31,37]  (28,37] [26.5,38.5]
## 673        United-States         >50K  (24,31]  [17,28] [26.5,38.5]
## 674        United-States         >50K  (31,37]  (28,37] [26.5,38.5]
## 675        United-States        <=50K  (31,37]  (28,37] [26.5,38.5]
## 676        United-States         >50K  (31,37]  (28,37] [26.5,38.5]
## 677        United-States         >50K  (31,37]  (28,37] [26.5,38.5]
## 678        United-States        <=50K  (24,31]  [17,28] [26.5,38.5]
## 679        United-States         >50K  (31,37]  (28,37] [26.5,38.5]
## 680        United-States         >50K  (31,37]  (28,37] [26.5,38.5]
## 681        United-States        <=50K  (31,37]  (28,37] [26.5,38.5]
## 682        United-States         >50K  (31,37]  (28,37] [26.5,38.5]
## 683                    ?         >50K  (24,31]  (28,37] [26.5,38.5]
## 684        United-States        <=50K  (31,37]  (28,37] [26.5,38.5]
## 685        United-States         >50K  (24,31]  (28,37] [26.5,38.5]
## 686        United-States         >50K  (31,37]  (28,37] [26.5,38.5]
## 687        United-States         >50K  (31,37]  (28,37] [26.5,38.5]
## 688        United-States        <=50K  (31,37]  (28,37] [26.5,38.5]
## 689        United-States        <=50K  (37,44]  (37,48] [36.5,48.5]
## 690        United-States        <=50K  (44,52]  (37,48] [36.5,48.5]
## 691             Honduras         >50K  (44,52]  (37,48] [36.5,48.5]
## 692        United-States         >50K  (44,52]  (37,48] [36.5,48.5]
## 693        United-States         >50K  (44,52]  (37,48] [36.5,48.5]
## 694        United-States        <=50K  (37,44]  (37,48] [36.5,48.5]
## 695        United-States        <=50K  (37,44]  (37,48] [36.5,48.5]
## 696        United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 697        United-States        <=50K  (37,44]  (37,48] [36.5,48.5]
## 698        United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 699        United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 700        United-States        <=50K  (44,52]  (37,48] [36.5,48.5]
## 701        United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 702        United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 703        United-States         >50K  (31,37]  (28,37] [36.5,48.5]
## 704        United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 705        United-States        <=50K  (37,44]  (37,48] [36.5,48.5]
## 706              England         >50K  (37,44]  (37,48] [36.5,48.5]
## 707        United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 708        United-States        <=50K  (44,52]  (37,48] [36.5,48.5]
## 709        United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 710        United-States         >50K  (44,52]  (37,48] [36.5,48.5]
## 711               Mexico        <=50K  (37,44]  (37,48] [36.5,48.5]
## 712        United-States         >50K  (44,52]  (37,48] [36.5,48.5]
## 713        United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 714        United-States         >50K  (44,52]  (37,48] [36.5,48.5]
## 715                 Iran         >50K  (37,44]  (37,48] [36.5,48.5]
## 716                    ?         >50K  (37,44]  (37,48] [36.5,48.5]
## 717        United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 718        United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 719        United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 720        United-States        <=50K  (44,52]  (37,48] [36.5,48.5]
## 721        United-States         >50K  (31,37]  (28,37] [36.5,48.5]
## 722        United-States         >50K  (31,37]  (28,37] [36.5,48.5]
## 723        United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 724        United-States        <=50K  (44,52]  (37,48] [36.5,48.5]
## 725        United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 726        United-States        <=50K  (44,52]  (37,48] [36.5,48.5]
## 727        United-States         >50K  (31,37]  (28,37] [36.5,48.5]
## 728        United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 729        United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 730        United-States         >50K  (44,52]  (37,48] [36.5,48.5]
## 731        United-States        <=50K  (31,37]  (28,37] [36.5,48.5]
## 732        United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 733        United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 734              Vietnam        <=50K  (37,44]  (37,48] [36.5,48.5]
## 735        United-States         >50K  (44,52]  (37,48] [36.5,48.5]
## 736        United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 737        United-States        <=50K  (37,44]  (37,48] [36.5,48.5]
## 738        United-States        <=50K  (37,44]  (37,48] [36.5,48.5]
## 739        United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 740        United-States        <=50K  (37,44]  (37,48] [36.5,48.5]
## 741        United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 742        United-States         >50K  (44,52]  (37,48] [36.5,48.5]
## 743        United-States        <=50K  (37,44]  (37,48] [36.5,48.5]
## 744        United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 745        United-States         >50K  (44,52]  (37,48] [36.5,48.5]
## 746        United-States        <=50K  (44,52]  (37,48] [36.5,48.5]
## 747        United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 748        United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 749        United-States        <=50K  (44,52]  (37,48] [36.5,48.5]
## 750        United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 751        United-States         >50K  (44,52]  (37,48] [36.5,48.5]
## 752        United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 753        United-States         >50K  (44,52]  (37,48] [36.5,48.5]
## 754        United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 755        United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 756               Mexico        <=50K  (37,44]  (37,48] [36.5,48.5]
## 757        United-States        <=50K  (37,44]  (37,48] [36.5,48.5]
## 758        United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 759        United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 760        United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 761        United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 762        United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 763        United-States        <=50K  (31,37]  (28,37] [36.5,48.5]
## 764        United-States        <=50K  (37,44]  (37,48] [36.5,48.5]
## 765        United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 766        United-States         >50K  (44,52]  (37,48] [36.5,48.5]
## 767        United-States         >50K  (44,52]  (37,48] [36.5,48.5]
## 768        United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 769        United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 770        United-States        <=50K  (37,44]  (37,48] [36.5,48.5]
## 771        United-States        <=50K  (44,52]  (37,48] [36.5,48.5]
## 772        United-States        <=50K  (31,37]  (28,37] [36.5,48.5]
## 773        United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 774        United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 775        United-States         >50K  (44,52]  (37,48] [36.5,48.5]
## 776                    ?         >50K  (44,52]  (37,48] [36.5,48.5]
## 777        United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 778        United-States        <=50K  (37,44]  (37,48] [36.5,48.5]
## 779        United-States        <=50K  (37,44]  (37,48] [36.5,48.5]
## 780        United-States         >50K  (44,52]  (37,48] [36.5,48.5]
## 781        United-States        <=50K  (37,44]  (37,48] [36.5,48.5]
## 782        United-States         >50K  (44,52]  (37,48] [36.5,48.5]
## 783          Philippines         >50K  (37,44]  (37,48] [36.5,48.5]
## 784        United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 785        United-States        <=50K  (37,44]  (37,48] [36.5,48.5]
## 786        United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 787        United-States        <=50K  (44,52]  (37,48] [36.5,48.5]
## 788        United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 789        United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 790        United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 791        United-States        <=50K  (37,44]  (37,48] [36.5,48.5]
## 792                    ?         >50K  (37,44]  (37,48] [36.5,48.5]
## 793        United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 794        United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 795        United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 796        United-States         >50K  (31,37]  (28,37] [36.5,48.5]
## 797        United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 798          Philippines        <=50K  (37,44]  (37,48] [36.5,48.5]
## 799               Canada         >50K  (44,52]  (37,48] [36.5,48.5]
## 800        United-States         >50K  (44,52]  (37,48] [36.5,48.5]
## 801        United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 802        United-States        <=50K  (37,44]  (37,48] [36.5,48.5]
## 803        United-States         >50K  (44,52]  (37,48] [36.5,48.5]
## 804        United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 805        United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 806        United-States        <=50K  (37,44]  (37,48] [36.5,48.5]
## 807        United-States        <=50K  (37,44]  (37,48] [36.5,48.5]
## 808        United-States        <=50K  (37,44]  (37,48] [36.5,48.5]
## 809        United-States        <=50K  (44,52]  (37,48] [36.5,48.5]
## 810                    ?        <=50K  (44,52]  (37,48] [36.5,48.5]
## 811        United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 812        United-States        <=50K  (44,52]  (37,48] [36.5,48.5]
## 813        United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 814        United-States         >50K  (31,37]  (28,37] [36.5,48.5]
## 815        United-States         >50K  (44,52]  (37,48] [36.5,48.5]
## 816        United-States         >50K  (44,52]  (37,48] [36.5,48.5]
## 817        United-States         >50K  (31,37]  (28,37] [36.5,48.5]
## 818        United-States         >50K  (44,52]  (37,48] [36.5,48.5]
## 819                    ?        <=50K  (37,44]  (37,48] [36.5,48.5]
## 820        United-States         >50K  (31,37]  (28,37] [36.5,48.5]
## 821        United-States        <=50K  (44,52]  (37,48] [36.5,48.5]
## 822        United-States        <=50K  (37,44]  (37,48] [36.5,48.5]
## 823        United-States        <=50K  (44,52]  (37,48] [36.5,48.5]
## 824        United-States        <=50K  (44,52]  (37,48] [36.5,48.5]
## 825        United-States         >50K  (44,52]  (37,48] [36.5,48.5]
## 826        United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 827        United-States        <=50K  (37,44]  (37,48] [36.5,48.5]
## 828        United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 829        United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 830        United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 831        United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 832        United-States        <=50K  (37,44]  (37,48] [36.5,48.5]
## 833        United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 834                    ?        <=50K  (37,44]  (37,48] [36.5,48.5]
## 835        United-States        <=50K  (37,44]  (37,48] [36.5,48.5]
## 836        United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 837        United-States         >50K  (44,52]  (37,48] [36.5,48.5]
## 838        United-States         >50K  (44,52]  (37,48] [36.5,48.5]
## 839        United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 840        United-States        <=50K  (37,44]  (37,48] [36.5,48.5]
## 841        United-States         >50K  (44,52]  (37,48] [36.5,48.5]
## 842        United-States        <=50K  (37,44]  (37,48] [36.5,48.5]
## 843        United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 844        United-States        <=50K  (44,52]  (37,48] [36.5,48.5]
## 845        United-States         >50K  (44,52]  (37,48] [36.5,48.5]
## 846        United-States        <=50K  (37,44]  (37,48] [36.5,48.5]
## 847        United-States         >50K  (44,52]  (37,48] [36.5,48.5]
## 848        United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 849            Nicaragua        <=50K  (37,44]  (37,48] [36.5,48.5]
## 850        United-States        <=50K  (44,52]  (37,48] [36.5,48.5]
## 851        United-States        <=50K  (44,52]  (37,48] [36.5,48.5]
## 852        United-States        <=50K  (37,44]  (37,48] [36.5,48.5]
## 853        United-States        <=50K  (37,44]  (37,48] [36.5,48.5]
## 854                    ?         >50K  (44,52]  (37,48] [36.5,48.5]
## 855        United-States        <=50K  (37,44]  (37,48] [36.5,48.5]
## 856        United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 857        United-States        <=50K  (37,44]  (37,48] [36.5,48.5]
## 858              Germany        <=50K  (37,44]  (37,48] [36.5,48.5]
## 859        United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 860        United-States         >50K  (44,52]  (37,48] [36.5,48.5]
## 861        United-States        <=50K  (44,52]  (37,48] [36.5,48.5]
## 862              England        <=50K  (37,44]  (37,48] [36.5,48.5]
## 863        United-States         >50K  (44,52]  (37,48] [36.5,48.5]
## 864        United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 865                    ?        <=50K  (37,44]  (37,48] [36.5,48.5]
## 866        United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 867        United-States        <=50K  (37,44]  (37,48] [36.5,48.5]
## 868        United-States        <=50K  (37,44]  (37,48] [36.5,48.5]
## 869        United-States        <=50K  (37,44]  (37,48] [36.5,48.5]
## 870        United-States         >50K  (31,37]  (28,37] [36.5,48.5]
## 871        United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 872        United-States        <=50K  (37,44]  (37,48] [36.5,48.5]
## 873        United-States         >50K  (44,52]  (37,48] [36.5,48.5]
## 874        United-States        <=50K  (37,44]  (37,48] [36.5,48.5]
## 875        United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 876        United-States         >50K  (44,52]  (37,48] [36.5,48.5]
## 877        United-States         >50K  (44,52]  (37,48] [36.5,48.5]
## 878        United-States         >50K  (44,52]  (37,48] [36.5,48.5]
## 879        United-States         >50K  (44,52]  (37,48] [36.5,48.5]
## 880          Philippines        <=50K  (37,44]  (37,48] [36.5,48.5]
## 881          Puerto-Rico        <=50K  (37,44]  (37,48] [36.5,48.5]
## 882        United-States        <=50K  (44,52]  (37,48] [36.5,48.5]
## 883        United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 884        United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 885        United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 886        United-States        <=50K  (44,52]  (37,48] [36.5,48.5]
## 887        United-States         >50K  (31,37]  (28,37] [36.5,48.5]
## 888        United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 889        United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 890        United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 891        United-States         >50K  (44,52]  (37,48] [36.5,48.5]
## 892        United-States         >50K  (44,52]  (37,48] [36.5,48.5]
## 893        United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 894        United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 895        United-States        <=50K  (44,52]  (37,48] [36.5,48.5]
## 896        United-States        <=50K  (44,52]  (37,48] [36.5,48.5]
## 897            Nicaragua         >50K  (37,44]  (37,48] [36.5,48.5]
## 898        United-States        <=50K  (44,52]  (37,48] [36.5,48.5]
## 899        United-States         >50K  (44,52]  (37,48] [36.5,48.5]
## 900                South         >50K  (37,44]  (37,48] [36.5,48.5]
## 901        United-States        <=50K  (37,44]  (37,48] [36.5,48.5]
## 902        United-States        <=50K  (37,44]  (37,48] [36.5,48.5]
## 903        United-States        <=50K  (37,44]  (37,48] [36.5,48.5]
## 904            Guatemala        <=50K  (44,52]  (37,48] [36.5,48.5]
## 905        United-States         >50K  (31,37]  (28,37] [36.5,48.5]
## 906        United-States         >50K  (44,52]  (37,48] [36.5,48.5]
## 907        United-States        <=50K  (31,37]  (28,37] [36.5,48.5]
## 908        United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 909        United-States         >50K  (44,52]  (37,48] [36.5,48.5]
## 910        United-States         >50K  (31,37]  (28,37] [36.5,48.5]
## 911        United-States        <=50K  (37,44]  (37,48] [36.5,48.5]
## 912        United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 913        United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 914        United-States        <=50K  (44,52]  (37,48] [36.5,48.5]
## 915        United-States         >50K  (44,52]  (37,48] [36.5,48.5]
## 916        United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 917        United-States         >50K  (44,52]  (37,48] [36.5,48.5]
## 918        United-States         >50K  (44,52]  (37,48] [36.5,48.5]
## 919        United-States        <=50K  (37,44]  (37,48] [36.5,48.5]
## 920        United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 921        United-States        <=50K  (37,44]  (37,48] [36.5,48.5]
## 922        United-States        <=50K  (37,44]  (37,48] [36.5,48.5]
## 923        United-States         >50K  (31,37]  (28,37] [36.5,48.5]
## 924        United-States         >50K  (44,52]  (37,48] [36.5,48.5]
## 925        United-States        <=50K  (44,52]  (37,48] [36.5,48.5]
## 926        United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 927        United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 928        United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 929        United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 930        United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 931        United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 932        United-States         >50K  (44,52]  (37,48] [36.5,48.5]
## 933        United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 934        United-States        <=50K  (37,44]  (37,48] [36.5,48.5]
## 935                China        <=50K  (44,52]  (37,48] [36.5,48.5]
## 936        United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 937        United-States         >50K  (44,52]  (37,48] [36.5,48.5]
## 938        United-States        <=50K  (37,44]  (37,48] [36.5,48.5]
## 939        United-States        <=50K  (37,44]  (37,48] [36.5,48.5]
## 940        United-States         >50K  (31,37]  (28,37] [36.5,48.5]
## 941        United-States         >50K  (44,52]  (37,48] [36.5,48.5]
## 942        United-States        <=50K  (44,52]  (37,48] [36.5,48.5]
## 943        United-States        <=50K  (44,52]  (37,48] [36.5,48.5]
## 944        United-States        <=50K  (37,44]  (37,48] [36.5,48.5]
## 945        United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 946        United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 947        United-States         >50K  (44,52]  (37,48] [36.5,48.5]
## 948        United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 949        United-States         >50K  (44,52]  (37,48] [36.5,48.5]
## 950        United-States        <=50K  (37,44]  (37,48] [36.5,48.5]
## 951        United-States         >50K  (44,52]  (37,48] [36.5,48.5]
## 952        United-States        <=50K  (37,44]  (37,48] [36.5,48.5]
## 953        United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 954        United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 955              England         >50K  (37,44]  (37,48] [36.5,48.5]
## 956        United-States        <=50K  (44,52]  (37,48] [36.5,48.5]
## 957          Philippines        <=50K  (44,52]  (37,48] [36.5,48.5]
## 958        United-States        <=50K  (37,44]  (37,48] [36.5,48.5]
## 959        United-States        <=50K  (37,44]  (37,48] [36.5,48.5]
## 960        United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 961        United-States        <=50K  (37,44]  (37,48] [36.5,48.5]
## 962        United-States        <=50K  (37,44]  (37,48] [36.5,48.5]
## 963        United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 964        United-States         >50K  (44,52]  (37,48] [36.5,48.5]
## 965        United-States        <=50K  (44,52]  (37,48] [36.5,48.5]
## 966        United-States        <=50K  (44,52]  (37,48] [36.5,48.5]
## 967        United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 968        United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 969        United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 970        United-States         >50K  (44,52]  (37,48] [36.5,48.5]
## 971        United-States         >50K  (31,37]  (28,37] [36.5,48.5]
## 972        United-States         >50K  (44,52]  (37,48] [36.5,48.5]
## 973        United-States        <=50K  (31,37]  (28,37] [36.5,48.5]
## 974        United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 975        United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 976        United-States        <=50K  (44,52]  (37,48] [36.5,48.5]
## 977        United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 978        United-States        <=50K  (44,52]  (37,48] [36.5,48.5]
## 979        United-States        <=50K  (37,44]  (37,48] [36.5,48.5]
## 980        United-States        <=50K  (37,44]  (37,48] [36.5,48.5]
## 981        United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 982        United-States        <=50K  (37,44]  (37,48] [36.5,48.5]
## 983        United-States        <=50K  (37,44]  (37,48] [36.5,48.5]
## 984        United-States        <=50K  (37,44]  (37,48] [36.5,48.5]
## 985        United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 986        United-States         >50K  (44,52]  (37,48] [36.5,48.5]
## 987        United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 988                    ?         >50K  (37,44]  (37,48] [36.5,48.5]
## 989                China         >50K  (44,52]  (37,48] [36.5,48.5]
## 990        United-States        <=50K  (44,52]  (37,48] [36.5,48.5]
## 991        United-States         >50K  (44,52]  (37,48] [36.5,48.5]
## 992        United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 993                Italy         >50K  (37,44]  (37,48] [36.5,48.5]
## 994        United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 995        United-States        <=50K  (37,44]  (37,48] [36.5,48.5]
## 996        United-States        <=50K  (37,44]  (37,48] [36.5,48.5]
## 997          Philippines         >50K  (37,44]  (37,48] [36.5,48.5]
## 998        United-States        <=50K  (37,44]  (37,48] [36.5,48.5]
## 999        United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 1000       United-States        <=50K  (37,44]  (37,48] [36.5,48.5]
## 1001       United-States         >50K  (44,52]  (37,48] [36.5,48.5]
## 1002       United-States         >50K  (44,52]  (37,48] [36.5,48.5]
## 1003       United-States         >50K  (44,52]  (37,48] [36.5,48.5]
## 1004       United-States        <=50K  (37,44]  (37,48] [36.5,48.5]
## 1005                   ?         >50K  (37,44]  (37,48] [36.5,48.5]
## 1006       United-States         >50K  (44,52]  (37,48] [36.5,48.5]
## 1007       United-States        <=50K  (31,37]  (28,37] [36.5,48.5]
## 1008       United-States         >50K  (44,52]  (37,48] [36.5,48.5]
## 1009       United-States         >50K  (31,37]  (28,37] [36.5,48.5]
## 1010       United-States        <=50K  (37,44]  (37,48] [36.5,48.5]
## 1011       United-States         >50K  (44,52]  (37,48] [36.5,48.5]
## 1012       United-States        <=50K  (37,44]  (37,48] [36.5,48.5]
## 1013       United-States         >50K  (44,52]  (37,48] [36.5,48.5]
## 1014               Japan        <=50K  (44,52]  (37,48] [36.5,48.5]
## 1015       United-States         >50K  (44,52]  (37,48] [36.5,48.5]
## 1016       United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 1017       United-States         >50K  (44,52]  (37,48] [36.5,48.5]
## 1018       United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 1019       United-States         >50K  (31,37]  (28,37] [36.5,48.5]
## 1020       United-States        <=50K  (31,37]  (28,37] [36.5,48.5]
## 1021                   ?         >50K  (37,44]  (37,48] [36.5,48.5]
## 1022              Canada        <=50K  (37,44]  (37,48] [36.5,48.5]
## 1023       United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 1024       United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 1025       United-States         >50K  (31,37]  (28,37] [36.5,48.5]
## 1026       United-States        <=50K  (37,44]  (37,48] [36.5,48.5]
## 1027       United-States         >50K  (44,52]  (37,48] [36.5,48.5]
## 1028       United-States        <=50K  (44,52]  (37,48] [36.5,48.5]
## 1029       United-States        <=50K  (44,52]  (37,48] [36.5,48.5]
## 1030       United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 1031       United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 1032       United-States        <=50K  (44,52]  (37,48] [36.5,48.5]
## 1033       United-States         >50K  (44,52]  (37,48] [36.5,48.5]
## 1034       United-States        <=50K  (37,44]  (37,48] [36.5,48.5]
## 1035       United-States        <=50K  (37,44]  (37,48] [36.5,48.5]
## 1036       United-States         >50K  (44,52]  (37,48] [36.5,48.5]
## 1037       United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 1038       United-States        <=50K  (37,44]  (37,48] [36.5,48.5]
## 1039       United-States        <=50K  (37,44]  (37,48] [36.5,48.5]
## 1040               India         >50K  (37,44]  (37,48] [36.5,48.5]
## 1041       United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 1042               India         >50K  (37,44]  (37,48] [36.5,48.5]
## 1043       United-States        <=50K  (37,44]  (37,48] [36.5,48.5]
## 1044       United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 1045       United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 1046       United-States        <=50K  (37,44]  (37,48] [36.5,48.5]
## 1047       United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 1048       United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 1049       United-States         >50K  (44,52]  (37,48] [36.5,48.5]
## 1050       United-States        <=50K  (37,44]  (37,48] [36.5,48.5]
## 1051       United-States         >50K  (44,52]  (37,48] [36.5,48.5]
## 1052       United-States        <=50K  (37,44]  (37,48] [36.5,48.5]
## 1053       United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 1054       United-States         >50K  (44,52]  (37,48] [36.5,48.5]
## 1055       United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 1056       United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 1057       United-States        <=50K  (31,37]  (28,37] [36.5,48.5]
## 1058       United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 1059       United-States        <=50K  (44,52]  (37,48] [36.5,48.5]
## 1060       United-States        <=50K  (37,44]  (37,48] [36.5,48.5]
## 1061       United-States        <=50K  (37,44]  (37,48] [36.5,48.5]
## 1062       United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 1063       United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 1064         Philippines         >50K  (44,52]  (37,48] [36.5,48.5]
## 1065       United-States         >50K  (44,52]  (37,48] [36.5,48.5]
## 1066       United-States         >50K  (44,52]  (37,48] [36.5,48.5]
## 1067       United-States        <=50K  (44,52]  (37,48] [36.5,48.5]
## 1068       United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 1069       United-States         >50K  (44,52]  (37,48] [36.5,48.5]
## 1070       United-States        <=50K  (37,44]  (37,48] [36.5,48.5]
## 1071       United-States        <=50K  (37,44]  (37,48] [36.5,48.5]
## 1072       United-States         >50K  (44,52]  (37,48] [36.5,48.5]
## 1073       United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 1074       United-States        <=50K  (37,44]  (37,48] [36.5,48.5]
## 1075       United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 1076       United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 1077       United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 1078       United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 1079       United-States        <=50K  (37,44]  (37,48] [36.5,48.5]
## 1080       United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 1081       United-States        <=50K  (37,44]  (37,48] [36.5,48.5]
## 1082       United-States         >50K  (31,37]  (28,37] [36.5,48.5]
## 1083       United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 1084       United-States         >50K  (31,37]  (28,37] [36.5,48.5]
## 1085       United-States        <=50K  (44,52]  (37,48] [36.5,48.5]
## 1086       United-States        <=50K  (37,44]  (37,48] [36.5,48.5]
## 1087       United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 1088              Mexico        <=50K  (44,52]  (37,48] [36.5,48.5]
## 1089                   ?        <=50K  (37,44]  (37,48] [36.5,48.5]
## 1090       United-States         >50K  (44,52]  (37,48] [36.5,48.5]
## 1091       United-States        <=50K  (37,44]  (37,48] [36.5,48.5]
## 1092       United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 1093       United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 1094       United-States         >50K  (44,52]  (37,48] [36.5,48.5]
## 1095       United-States        <=50K  (44,52]  (37,48] [36.5,48.5]
## 1096       United-States        <=50K  (37,44]  (37,48] [36.5,48.5]
## 1097     Trinadad&Tobago        <=50K  (37,44]  (37,48] [36.5,48.5]
## 1098       United-States        <=50K  (37,44]  (37,48] [36.5,48.5]
## 1099       United-States        <=50K  (44,52]  (37,48] [36.5,48.5]
## 1100       United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 1101       United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 1102       United-States        <=50K  (31,37]  (28,37] [36.5,48.5]
## 1103       United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 1104       United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 1105       United-States        <=50K  (37,44]  (37,48] [36.5,48.5]
## 1106       United-States        <=50K  (44,52]  (37,48] [36.5,48.5]
## 1107       United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 1108       United-States        <=50K  (37,44]  (37,48] [36.5,48.5]
## 1109       United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 1110       United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 1111       United-States        <=50K  (37,44]  (37,48] [36.5,48.5]
## 1112       United-States        <=50K  (37,44]  (37,48] [36.5,48.5]
## 1113       United-States        <=50K  (37,44]  (37,48] [36.5,48.5]
## 1114       United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 1115       United-States        <=50K  (37,44]  (37,48] [36.5,48.5]
## 1116       United-States         >50K  (44,52]  (37,48] [36.5,48.5]
## 1117       United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 1118       United-States        <=50K  (37,44]  (37,48] [36.5,48.5]
## 1119       United-States        <=50K  (44,52]  (37,48] [36.5,48.5]
## 1120       United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 1121       United-States        <=50K  (44,52]  (37,48] [36.5,48.5]
## 1122       United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 1123       United-States         >50K  (44,52]  (37,48] [36.5,48.5]
## 1124       United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 1125       United-States         >50K  (44,52]  (37,48] [36.5,48.5]
## 1126       United-States         >50K  (44,52]  (37,48] [36.5,48.5]
## 1127       United-States         >50K  (44,52]  (37,48] [36.5,48.5]
## 1128       United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 1129                Cuba         >50K  (37,44]  (37,48] [36.5,48.5]
## 1130       United-States        <=50K  (37,44]  (37,48] [36.5,48.5]
## 1131       United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 1132       United-States         >50K  (44,52]  (37,48] [36.5,48.5]
## 1133       United-States        <=50K  (37,44]  (37,48] [36.5,48.5]
## 1134       United-States         >50K  (31,37]  (28,37] [36.5,48.5]
## 1135              Taiwan         >50K  (37,44]  (37,48] [36.5,48.5]
## 1136       United-States        <=50K  (37,44]  (37,48] [36.5,48.5]
## 1137       United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 1138       United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 1139       United-States        <=50K  (37,44]  (37,48] [36.5,48.5]
## 1140       United-States         >50K  (44,52]  (37,48] [36.5,48.5]
## 1141       United-States        <=50K  (44,52]  (37,48] [36.5,48.5]
## 1142       United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 1143                   ?        <=50K  (37,44]  (37,48] [36.5,48.5]
## 1144       United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 1145       United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 1146       United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 1147       United-States        <=50K  (37,44]  (37,48] [36.5,48.5]
## 1148       United-States        <=50K  (44,52]  (37,48] [36.5,48.5]
## 1149       United-States        <=50K  (37,44]  (37,48] [36.5,48.5]
## 1150       United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 1151       United-States        <=50K  (37,44]  (37,48] [36.5,48.5]
## 1152       United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 1153       United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 1154       United-States        <=50K  (37,44]  (37,48] [36.5,48.5]
## 1155       United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 1156       United-States        <=50K  (37,44]  (37,48] [36.5,48.5]
## 1157       United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 1158       United-States         >50K  (44,52]  (37,48] [36.5,48.5]
## 1159               India         >50K  (37,44]  (37,48] [36.5,48.5]
## 1160       United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 1161       United-States        <=50K  (44,52]  (37,48] [36.5,48.5]
## 1162       United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 1163       United-States        <=50K  (44,52]  (37,48] [36.5,48.5]
## 1164       United-States         >50K  (44,52]  (37,48] [36.5,48.5]
## 1165       United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 1166       United-States        <=50K  (44,52]  (37,48] [36.5,48.5]
## 1167       United-States         >50K  (44,52]  (37,48] [36.5,48.5]
## 1168       United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 1169       United-States        <=50K  (44,52]  (37,48] [36.5,48.5]
## 1170       United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 1171       United-States         >50K  (44,52]  (37,48] [36.5,48.5]
## 1172                   ?         >50K  (44,52]  (37,48] [36.5,48.5]
## 1173       United-States         >50K  (44,52]  (37,48] [36.5,48.5]
## 1174       United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 1175       United-States        <=50K  (37,44]  (37,48] [36.5,48.5]
## 1176       United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 1177       United-States         >50K  (31,37]  (28,37] [36.5,48.5]
## 1178       United-States         >50K  (31,37]  (28,37] [36.5,48.5]
## 1179       United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 1180       United-States        <=50K  (44,52]  (37,48] [36.5,48.5]
## 1181       United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 1182       United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 1183       United-States        <=50K  (37,44]  (37,48] [36.5,48.5]
## 1184       United-States        <=50K  (44,52]  (37,48] [36.5,48.5]
## 1185                Cuba         >50K  (31,37]  (28,37] [36.5,48.5]
## 1186       United-States        <=50K  (37,44]  (37,48] [36.5,48.5]
## 1187               Haiti        <=50K  (37,44]  (37,48] [36.5,48.5]
## 1188       United-States         >50K  (44,52]  (37,48] [36.5,48.5]
## 1189       United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 1190       United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 1191       United-States        <=50K  (44,52]  (37,48] [36.5,48.5]
## 1192         Philippines         >50K  (37,44]  (37,48] [36.5,48.5]
## 1193       United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 1194              Poland        <=50K  (37,44]  (37,48] [36.5,48.5]
## 1195              Mexico         >50K  (44,52]  (37,48] [36.5,48.5]
## 1196       United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 1197                Hong         >50K  (37,44]  (37,48] [36.5,48.5]
## 1198       United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 1199       United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 1200       United-States        <=50K  (44,52]  (37,48] [36.5,48.5]
## 1201       United-States         >50K  (31,37]  (28,37] [36.5,48.5]
## 1202       United-States        <=50K  (37,44]  (37,48] [36.5,48.5]
## 1203       United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 1204       United-States        <=50K  (44,52]  (37,48] [36.5,48.5]
## 1205       United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 1206       United-States        <=50K  (31,37]  (28,37] [36.5,48.5]
## 1207       United-States        <=50K  (37,44]  (37,48] [36.5,48.5]
## 1208       United-States         >50K  (44,52]  (37,48] [36.5,48.5]
## 1209       United-States        <=50K  (37,44]  (37,48] [36.5,48.5]
## 1210       United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 1211       United-States        <=50K  (37,44]  (37,48] [36.5,48.5]
## 1212       United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 1213       United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 1214       United-States         >50K  (44,52]  (37,48] [36.5,48.5]
## 1215       United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 1216       United-States         >50K  (31,37]  (28,37] [36.5,48.5]
## 1217       United-States         >50K  (44,52]  (37,48] [36.5,48.5]
## 1218       United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 1219              Mexico        <=50K  (37,44]  (37,48] [36.5,48.5]
## 1220       United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 1221       United-States         >50K  (44,52]  (37,48] [36.5,48.5]
## 1222       United-States         >50K  (44,52]  (37,48] [36.5,48.5]
## 1223       United-States        <=50K  (44,52]  (37,48] [36.5,48.5]
## 1224       United-States         >50K  (44,52]  (37,48] [36.5,48.5]
## 1225       United-States        <=50K  (31,37]  (28,37] [36.5,48.5]
## 1226       United-States         >50K  (31,37]  (28,37] [36.5,48.5]
## 1227       United-States         >50K  (44,52]  (37,48] [36.5,48.5]
## 1228       United-States         >50K  (37,44]  (37,48] [36.5,48.5]
## 1229       United-States         >50K  (44,52]  (37,48] [36.5,48.5]
## 1230                   ?         >50K  (37,44]  (37,48] [36.5,48.5]
## 1231       United-States        <=50K  (37,44]  (37,48] [36.5,48.5]
## 1232            Honduras         >50K  (44,52]  (37,48] [46.5,90.5]
## 1233       United-States         >50K  (44,52]  (37,48] [46.5,90.5]
## 1234              Canada         >50K  (52,90]  (48,90] [46.5,90.5]
## 1235       United-States        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1236       United-States        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1237       United-States         >50K  (44,52]  (48,90] [46.5,90.5]
## 1238       United-States        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1239       United-States         >50K  (44,52]  (48,90] [46.5,90.5]
## 1240       United-States        <=50K  (44,52]  (48,90] [46.5,90.5]
## 1241       United-States         >50K  (44,52]  (48,90] [46.5,90.5]
## 1242       United-States        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1243       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1244               China         >50K  (44,52]  (48,90] [46.5,90.5]
## 1245       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1246       United-States         >50K  (44,52]  (48,90] [46.5,90.5]
## 1247       United-States         >50K  (44,52]  (48,90] [46.5,90.5]
## 1248       United-States         >50K  (44,52]  (37,48] [46.5,90.5]
## 1249                   ?         >50K  (52,90]  (48,90] [46.5,90.5]
## 1250       United-States         >50K  (44,52]  (48,90] [46.5,90.5]
## 1251       United-States        <=50K  (44,52]  (48,90] [46.5,90.5]
## 1252       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1253       United-States        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1254       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1255       United-States        <=50K  (44,52]  (48,90] [46.5,90.5]
## 1256       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1257       United-States        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1258       United-States        <=50K  (44,52]  (48,90] [46.5,90.5]
## 1259       United-States         >50K  (44,52]  (48,90] [46.5,90.5]
## 1260       United-States        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1261       United-States        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1262       United-States         >50K  (44,52]  (48,90] [46.5,90.5]
## 1263         Philippines         >50K  (52,90]  (48,90] [46.5,90.5]
## 1264       United-States         >50K  (44,52]  (48,90] [46.5,90.5]
## 1265       United-States        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1266       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1267       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1268       United-States        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1269              Greece         >50K  (52,90]  (48,90] [46.5,90.5]
## 1270                   ?         >50K  (44,52]  (48,90] [46.5,90.5]
## 1271       United-States        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1272       United-States         >50K  (44,52]  (37,48] [46.5,90.5]
## 1273       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1274       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1275       United-States         >50K  (44,52]  (48,90] [46.5,90.5]
## 1276       United-States        <=50K  (44,52]  (48,90] [46.5,90.5]
## 1277       United-States        <=50K  (44,52]  (37,48] [46.5,90.5]
## 1278         Philippines         >50K  (52,90]  (48,90] [46.5,90.5]
## 1279       United-States        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1280       United-States         >50K  (44,52]  (37,48] [46.5,90.5]
## 1281       United-States        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1282       United-States        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1283       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1284       United-States         >50K  (44,52]  (48,90] [46.5,90.5]
## 1285       United-States         >50K  (44,52]  (48,90] [46.5,90.5]
## 1286       United-States        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1287       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1288       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1289       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1290       United-States        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1291       United-States         >50K  (44,52]  (37,48] [46.5,90.5]
## 1292       United-States        <=50K  (44,52]  (48,90] [46.5,90.5]
## 1293       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1294       United-States        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1295       United-States         >50K  (44,52]  (48,90] [46.5,90.5]
## 1296       United-States        <=50K  (44,52]  (37,48] [46.5,90.5]
## 1297       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1298       United-States         >50K  (44,52]  (48,90] [46.5,90.5]
## 1299       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1300       United-States        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1301       United-States         >50K  (44,52]  (48,90] [46.5,90.5]
## 1302       United-States         >50K  (44,52]  (37,48] [46.5,90.5]
## 1303       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1304       United-States        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1305       United-States         >50K  (44,52]  (48,90] [46.5,90.5]
## 1306       United-States         >50K  (44,52]  (48,90] [46.5,90.5]
## 1307       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1308       United-States         >50K  (44,52]  (48,90] [46.5,90.5]
## 1309       United-States        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1310       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1311       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1312       United-States        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1313       United-States         >50K  (44,52]  (48,90] [46.5,90.5]
## 1314       United-States        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1315       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1316       United-States        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1317       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1318       United-States        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1319       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1320       United-States        <=50K  (44,52]  (48,90] [46.5,90.5]
## 1321       United-States        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1322       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1323       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1324       United-States        <=50K  (44,52]  (48,90] [46.5,90.5]
## 1325       United-States         >50K  (44,52]  (48,90] [46.5,90.5]
## 1326       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1327       United-States        <=50K  (44,52]  (48,90] [46.5,90.5]
## 1328               China        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1329       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1330       United-States        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1331       United-States        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1332       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1333       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1334       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1335       United-States        <=50K  (44,52]  (37,48] [46.5,90.5]
## 1336       United-States         >50K  (44,52]  (48,90] [46.5,90.5]
## 1337       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1338       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1339               China         >50K  (52,90]  (48,90] [46.5,90.5]
## 1340       United-States        <=50K  (44,52]  (48,90] [46.5,90.5]
## 1341       United-States         >50K  (44,52]  (37,48] [46.5,90.5]
## 1342       United-States         >50K  (44,52]  (37,48] [46.5,90.5]
## 1343       United-States        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1344       United-States        <=50K  (44,52]  (48,90] [46.5,90.5]
## 1345       United-States         >50K  (44,52]  (48,90] [46.5,90.5]
## 1346       United-States        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1347       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1348       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1349       United-States         >50K  (44,52]  (48,90] [46.5,90.5]
## 1350       United-States        <=50K  (44,52]  (37,48] [46.5,90.5]
## 1351       United-States        <=50K  (44,52]  (37,48] [46.5,90.5]
## 1352       United-States        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1353       United-States         >50K  (44,52]  (48,90] [46.5,90.5]
## 1354       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1355       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1356       United-States        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1357              Canada        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1358       United-States         >50K  (44,52]  (48,90] [46.5,90.5]
## 1359       United-States        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1360       United-States        <=50K  (44,52]  (48,90] [46.5,90.5]
## 1361       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1362       United-States        <=50K  (44,52]  (48,90] [46.5,90.5]
## 1363       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1364       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1365       United-States        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1366       United-States        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1367       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1368       United-States         >50K  (44,52]  (48,90] [46.5,90.5]
## 1369       United-States         >50K  (44,52]  (37,48] [46.5,90.5]
## 1370       United-States         >50K  (44,52]  (48,90] [46.5,90.5]
## 1371                   ?         >50K  (44,52]  (48,90] [46.5,90.5]
## 1372       United-States        <=50K  (44,52]  (37,48] [46.5,90.5]
## 1373              Greece         >50K  (44,52]  (48,90] [46.5,90.5]
## 1374       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1375       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1376       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1377       United-States         >50K  (44,52]  (37,48] [46.5,90.5]
## 1378       United-States        <=50K  (44,52]  (37,48] [46.5,90.5]
## 1379       United-States        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1380       United-States         >50K  (44,52]  (48,90] [46.5,90.5]
## 1381       United-States         >50K  (44,52]  (48,90] [46.5,90.5]
## 1382       United-States         >50K  (44,52]  (48,90] [46.5,90.5]
## 1383       United-States        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1384       United-States         >50K  (44,52]  (37,48] [46.5,90.5]
## 1385       United-States        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1386       United-States        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1387       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1388       United-States         >50K  (44,52]  (48,90] [46.5,90.5]
## 1389       United-States        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1390       United-States         >50K  (44,52]  (48,90] [46.5,90.5]
## 1391              Greece        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1392       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1393       United-States         >50K  (44,52]  (48,90] [46.5,90.5]
## 1394       United-States        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1395       United-States         >50K  (44,52]  (48,90] [46.5,90.5]
## 1396       United-States         >50K  (44,52]  (48,90] [46.5,90.5]
## 1397       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1398       United-States        <=50K  (44,52]  (48,90] [46.5,90.5]
## 1399       United-States         >50K  (44,52]  (48,90] [46.5,90.5]
## 1400       United-States         >50K  (44,52]  (48,90] [46.5,90.5]
## 1401             Germany         >50K  (52,90]  (48,90] [46.5,90.5]
## 1402       United-States         >50K  (44,52]  (37,48] [46.5,90.5]
## 1403       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1404       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1405       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1406       United-States        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1407       United-States         >50K  (44,52]  (48,90] [46.5,90.5]
## 1408       United-States        <=50K  (44,52]  (37,48] [46.5,90.5]
## 1409       United-States        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1410       United-States         >50K  (44,52]  (48,90] [46.5,90.5]
## 1411       United-States        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1412       United-States        <=50K  (44,52]  (48,90] [46.5,90.5]
## 1413       United-States        <=50K  (44,52]  (37,48] [46.5,90.5]
## 1414       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1415       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1416       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1417       United-States        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1418       United-States        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1419       United-States        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1420       United-States        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1421       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1422       United-States         >50K  (44,52]  (48,90] [46.5,90.5]
## 1423       United-States        <=50K  (44,52]  (37,48] [46.5,90.5]
## 1424       United-States         >50K  (44,52]  (48,90] [46.5,90.5]
## 1425       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1426       United-States        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1427       United-States         >50K  (44,52]  (48,90] [46.5,90.5]
## 1428       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1429       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1430       United-States        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1431       United-States         >50K  (44,52]  (48,90] [46.5,90.5]
## 1432       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1433       United-States         >50K  (44,52]  (48,90] [46.5,90.5]
## 1434       United-States         >50K  (44,52]  (48,90] [46.5,90.5]
## 1435       United-States        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1436       United-States         >50K  (44,52]  (48,90] [46.5,90.5]
## 1437       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1438     Trinadad&Tobago         >50K  (52,90]  (48,90] [46.5,90.5]
## 1439       United-States        <=50K  (44,52]  (48,90] [46.5,90.5]
## 1440       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1441       United-States        <=50K  (44,52]  (37,48] [46.5,90.5]
## 1442       United-States        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1443       United-States         >50K  (44,52]  (37,48] [46.5,90.5]
## 1444       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1445       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1446       United-States         >50K  (44,52]  (48,90] [46.5,90.5]
## 1447                   ?         >50K  (44,52]  (48,90] [46.5,90.5]
## 1448       United-States        <=50K  (44,52]  (48,90] [46.5,90.5]
## 1449       United-States        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1450       United-States         >50K  (44,52]  (37,48] [46.5,90.5]
## 1451             Hungary        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1452       United-States        <=50K  (44,52]  (37,48] [46.5,90.5]
## 1453       United-States        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1454       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1455       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1456       United-States        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1457       United-States        <=50K  (44,52]  (48,90] [46.5,90.5]
## 1458       United-States        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1459       United-States        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1460       United-States         >50K  (44,52]  (37,48] [46.5,90.5]
## 1461       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1462       United-States        <=50K  (44,52]  (48,90] [46.5,90.5]
## 1463             Germany         >50K  (44,52]  (48,90] [46.5,90.5]
## 1464                   ?        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1465       United-States         >50K  (44,52]  (48,90] [46.5,90.5]
## 1466       United-States         >50K  (44,52]  (37,48] [46.5,90.5]
## 1467       United-States        <=50K  (44,52]  (37,48] [46.5,90.5]
## 1468       United-States        <=50K  (44,52]  (37,48] [46.5,90.5]
## 1469       United-States        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1470       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1471       United-States        <=50K  (44,52]  (48,90] [46.5,90.5]
## 1472       United-States        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1473       United-States        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1474       United-States         >50K  (44,52]  (37,48] [46.5,90.5]
## 1475       United-States        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1476       United-States        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1477       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1478       United-States        <=50K  (44,52]  (37,48] [46.5,90.5]
## 1479       United-States        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1480       United-States        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1481       United-States        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1482       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1483       United-States         >50K  (44,52]  (48,90] [46.5,90.5]
## 1484       United-States        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1485       United-States         >50K  (44,52]  (48,90] [46.5,90.5]
## 1486       United-States        <=50K  (44,52]  (37,48] [46.5,90.5]
## 1487       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1488       United-States        <=50K  (44,52]  (48,90] [46.5,90.5]
## 1489       United-States         >50K  (44,52]  (37,48] [46.5,90.5]
## 1490       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1491       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1492       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1493       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1494       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1495       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1496               South         >50K  (44,52]  (48,90] [46.5,90.5]
## 1497       United-States        <=50K  (44,52]  (37,48] [46.5,90.5]
## 1498       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1499             Vietnam        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1500       United-States        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1501       United-States        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1502       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1503       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1504       United-States        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1505       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1506               China         >50K  (44,52]  (37,48] [46.5,90.5]
## 1507         Puerto-Rico        <=50K  (44,52]  (48,90] [46.5,90.5]
## 1508       United-States        <=50K  (44,52]  (48,90] [46.5,90.5]
## 1509              Canada        <=50K  (44,52]  (48,90] [46.5,90.5]
## 1510       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1511       United-States        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1512       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1513       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1514       United-States        <=50K  (44,52]  (48,90] [46.5,90.5]
## 1515       United-States         >50K  (44,52]  (37,48] [46.5,90.5]
## 1516       United-States        <=50K  (44,52]  (48,90] [46.5,90.5]
## 1517       United-States        <=50K  (44,52]  (48,90] [46.5,90.5]
## 1518       United-States         >50K  (44,52]  (37,48] [46.5,90.5]
## 1519       United-States        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1520       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1521       United-States         >50K  (44,52]  (37,48] [46.5,90.5]
## 1522       United-States        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1523       United-States         >50K  (44,52]  (48,90] [46.5,90.5]
## 1524       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1525       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1526       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1527       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1528       United-States         >50K  (44,52]  (48,90] [46.5,90.5]
## 1529       United-States        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1530                   ?         >50K  (52,90]  (48,90] [46.5,90.5]
## 1531       United-States        <=50K  (44,52]  (37,48] [46.5,90.5]
## 1532       United-States        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1533       United-States        <=50K  (44,52]  (37,48] [46.5,90.5]
## 1534       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1535       United-States        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1536       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1537       United-States         >50K  (44,52]  (48,90] [46.5,90.5]
## 1538       United-States        <=50K  (44,52]  (48,90] [46.5,90.5]
## 1539       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1540       United-States        <=50K  (44,52]  (48,90] [46.5,90.5]
## 1541       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1542       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1543       United-States         >50K  (44,52]  (48,90] [46.5,90.5]
## 1544       United-States        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1545       United-States         >50K  (44,52]  (37,48] [46.5,90.5]
## 1546       United-States        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1547       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1548       United-States        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1549       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1550       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1551       United-States        <=50K  (44,52]  (48,90] [46.5,90.5]
## 1552       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1553       United-States        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1554       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1555       United-States         >50K  (44,52]  (48,90] [46.5,90.5]
## 1556       United-States         >50K  (44,52]  (37,48] [46.5,90.5]
## 1557       United-States        <=50K  (44,52]  (48,90] [46.5,90.5]
## 1558       United-States        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1559       United-States         >50K  (44,52]  (48,90] [46.5,90.5]
## 1560       United-States        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1561       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1562       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1563       United-States        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1564       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1565       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1566       United-States        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1567       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1568       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1569       United-States        <=50K  (44,52]  (37,48] [46.5,90.5]
## 1570              Mexico        <=50K  (44,52]  (37,48] [46.5,90.5]
## 1571       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1572       United-States        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1573       United-States         >50K  (44,52]  (48,90] [46.5,90.5]
## 1574       United-States         >50K  (44,52]  (37,48] [46.5,90.5]
## 1575       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1576       United-States         >50K  (44,52]  (48,90] [46.5,90.5]
## 1577       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1578       United-States        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1579       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1580       United-States        <=50K  (44,52]  (37,48] [46.5,90.5]
## 1581       United-States        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1582       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1583       United-States         >50K  (44,52]  (48,90] [46.5,90.5]
## 1584       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1585       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1586       United-States         >50K  (44,52]  (48,90] [46.5,90.5]
## 1587       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1588       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1589       United-States        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1590               South        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1591       United-States         >50K  (44,52]  (48,90] [46.5,90.5]
## 1592       United-States         >50K  (44,52]  (48,90] [46.5,90.5]
## 1593       United-States        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1594       United-States        <=50K  (44,52]  (48,90] [46.5,90.5]
## 1595       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1596       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1597       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1598       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1599               China        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1600                   ?         >50K  (44,52]  (48,90] [46.5,90.5]
## 1601       United-States         >50K  (44,52]  (48,90] [46.5,90.5]
## 1602       United-States        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1603       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1604       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1605       United-States        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1606       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1607                   ?         >50K  (52,90]  (48,90] [46.5,90.5]
## 1608       United-States        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1609       United-States        <=50K  (44,52]  (37,48] [46.5,90.5]
## 1610       United-States        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1611       United-States        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1612       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1613       United-States        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1614       United-States         >50K  (44,52]  (37,48] [46.5,90.5]
## 1615       United-States        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1616       United-States         >50K  (44,52]  (48,90] [46.5,90.5]
## 1617       United-States        <=50K  (44,52]  (48,90] [46.5,90.5]
## 1618                   ?        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1619                   ?         >50K  (52,90]  (48,90] [46.5,90.5]
## 1620       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1621       United-States        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1622       United-States        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1623       United-States        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1624       United-States        <=50K  (44,52]  (48,90] [46.5,90.5]
## 1625       United-States         >50K  (44,52]  (48,90] [46.5,90.5]
## 1626       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1627       United-States         >50K  (44,52]  (37,48] [46.5,90.5]
## 1628       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1629       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1630       United-States         >50K  (44,52]  (48,90] [46.5,90.5]
## 1631       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1632       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1633       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1634              Canada        <=50K  (44,52]  (48,90] [46.5,90.5]
## 1635       United-States        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1636               India        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1637              Greece        <=50K  (44,52]  (48,90] [46.5,90.5]
## 1638       United-States        <=50K  (44,52]  (48,90] [46.5,90.5]
## 1639       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1640       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1641       United-States        <=50K  (44,52]  (48,90] [46.5,90.5]
## 1642       United-States        <=50K  (44,52]  (48,90] [46.5,90.5]
## 1643       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1644       United-States        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1645       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1646       United-States        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1647       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1648       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1649       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1650       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1651       United-States         >50K  (44,52]  (48,90] [46.5,90.5]
## 1652       United-States         >50K  (44,52]  (48,90] [46.5,90.5]
## 1653       United-States        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1654       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1655       United-States        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1656       United-States        <=50K  (44,52]  (37,48] [46.5,90.5]
## 1657       United-States         >50K  (44,52]  (48,90] [46.5,90.5]
## 1658       United-States        <=50K  (44,52]  (48,90] [46.5,90.5]
## 1659             Germany         >50K  (52,90]  (48,90] [46.5,90.5]
## 1660       United-States        <=50K  (44,52]  (37,48] [46.5,90.5]
## 1661       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1662       United-States        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1663       United-States        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1664       United-States         >50K  (44,52]  (37,48] [46.5,90.5]
## 1665       United-States        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1666       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1667       United-States         >50K  (44,52]  (48,90] [46.5,90.5]
## 1668       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1669       United-States         >50K  (44,52]  (48,90] [46.5,90.5]
## 1670            Columbia        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1671       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1672       United-States        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1673       United-States        <=50K  (44,52]  (37,48] [46.5,90.5]
## 1674       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1675       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1676       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1677       United-States        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1678       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1679       United-States         >50K  (44,52]  (48,90] [46.5,90.5]
## 1680       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1681       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1682       United-States        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1683       United-States         >50K  (44,52]  (48,90] [46.5,90.5]
## 1684       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1685       United-States        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1686       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1687       United-States        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1688       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1689       United-States        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1690       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1691                Cuba         >50K  (44,52]  (48,90] [46.5,90.5]
## 1692       United-States        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1693       United-States         >50K  (44,52]  (48,90] [46.5,90.5]
## 1694       United-States        <=50K  (44,52]  (37,48] [46.5,90.5]
## 1695       United-States         >50K  (44,52]  (48,90] [46.5,90.5]
## 1696       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1697       United-States        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1698       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1699       United-States         >50K  (44,52]  (48,90] [46.5,90.5]
## 1700       United-States        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1701       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1702       United-States         >50K  (44,52]  (48,90] [46.5,90.5]
## 1703       United-States        <=50K  (44,52]  (48,90] [46.5,90.5]
## 1704       United-States         >50K  (44,52]  (37,48] [46.5,90.5]
## 1705       United-States        <=50K  (44,52]  (48,90] [46.5,90.5]
## 1706       United-States        <=50K  (44,52]  (48,90] [46.5,90.5]
## 1707       United-States        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1708       United-States         >50K  (44,52]  (37,48] [46.5,90.5]
## 1709       United-States         >50K  (44,52]  (37,48] [46.5,90.5]
## 1710       United-States         >50K  (44,52]  (48,90] [46.5,90.5]
## 1711       United-States        <=50K  (44,52]  (48,90] [46.5,90.5]
## 1712       United-States         >50K  (44,52]  (37,48] [46.5,90.5]
## 1713       United-States         >50K  (44,52]  (37,48] [46.5,90.5]
## 1714       United-States        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1715       United-States        <=50K  (52,90]  (48,90] [46.5,90.5]
## 1716       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1717       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1718       United-States         >50K  (52,90]  (48,90] [46.5,90.5]
## 1719       United-States        <=50K  (52,90]  (48,90] [46.5,90.5]
ggplot(data = df4, aes(x=educationnum, y=capitalloss)) +
geom_point() + facet_wrap(~Class) + ggtitle("Education vs. Capital Loss using Shingles")

The advantage is that we can see the observations more clearly in a continuous fashion. The disadvantage is that we do not see the frequency of observations with the same values. Also, that choosing the optimum overlap is important, otherwise there would be redudunacy of data. Likewise, In the scatter trellis plot, The binning size is important and should be correctly chosen for proper analysis.

Apendix

knitr::opts_chunk$set(echo = TRUE)
library(dplyr)
library(plotly)
library(ggplot2)
library(seriation)
library(GGally)
p_e = read.table("prices-and-earnings.txt", header=T, sep = "\t", row.names = 1)
requiredCols = c(2,5,6,7,9,10,16,17,18,19) - 1
p_e = (p_e[,requiredCols])
head((p_e[,]))
p_e.numeric = (scale(p_e))
plot_ly(x=colnames(p_e.numeric), y=rownames(p_e.numeric), 
        z=p_e.numeric, type="heatmap", colors =colorRamp(c("yellow", "red")))%>%
  layout(title = "Heatmap without reordering")
row_dis = dist(x = p_e.numeric, method = "euclidean", diag = T)
col_dis = dist(x = t(p_e.numeric), method = "euclidean", diag = T)
row_cor = 1 - cor(t(p_e.numeric))
col_cor = 1 - cor(p_e.numeric)
order1_euc = seriate(row_dis, "OLO")
order2_euc = seriate(col_dis, "OLO")
ord1_euc = get_order(order1_euc)
ord2_euc = get_order(order2_euc)
order1_cor = seriate(as.dist(row_cor), "OLO")
order2_cor = seriate(as.dist(col_cor), "OLO")
ord1_cor = get_order(order1_cor)
ord2_cor = get_order(order2_cor)

reordered_euc = p_e.numeric[rev(ord1_euc), ord2_euc]
reordered_cor = p_e.numeric[rev(ord1_cor), ord2_cor]

plot_ly(x=colnames(reordered_euc), y=rownames(reordered_euc), 
        z=reordered_euc, type="heatmap", colors =colorRamp(c("yellow", "red"))) %>% 
  layout(title = "Heatmap of reordered matrix using eucledian distance")

plot_ly(x=colnames(reordered_cor), y=rownames(reordered_cor), 
        z=reordered_cor, type="heatmap", colors =colorRamp(c("yellow", "red"))) %>% 
  layout(title = "Heatmap of reordered matrix using correlations")
order1_tsp = seriate(row_dis, "TSP")
order2_tsp = seriate(col_dis, "TSP")
ord1_tsp = get_order(order1_tsp)
ord2_tsp = get_order(order2_tsp)

reordered_tsp = p_e.numeric[rev(ord1_tsp), ord2_tsp]


plot_ly(x=colnames(reordered_tsp), y=rownames(reordered_tsp), 
        z=reordered_tsp, type="heatmap", colors =colorRamp(c("yellow", "red"))) %>% 
  layout(title = "Heatmap of reordered matrix using TSP")

rbind("HC" = criterion(dist(reordered_euc), method = c("Gradient_raw", "Path_length")),
      "TSP" = criterion(dist(reordered_tsp), method = c("Gradient_raw", "Path_length")))
colnames(p_e) = c("FoodCosts", "iPhone4S", "ClothingIndex", "Hours", "NetWage", "VacationDays", 
                          "BigMac", "Bread", "Rice", "GoodsServices")
p_e %>% plot_ly(type = 'parcoords', 
                            dimensions = list(
                              list(label = "Food Costs", values = ~FoodCosts),
                              list(label = "iPhone 4S", values = ~iPhone4S),
                              list(label = "Clothing Index", values = ~ClothingIndex),
                              list(label = "Hours Worked", values = ~Hours),
                              list(label = "Wage Net", values = ~NetWage),
                              list(label = "Vacation Days", values = ~VacationDays),
                              list(label = "Big Mac", values = ~BigMac),
                              list(label = "Bread", values = ~Bread),
                              list(label = "Rice", values = ~Rice),
                              list(label = "Goods Services", values = ~GoodsServices)))

d=p_e
d$iPhone4S_cluster=ifelse(d$iPhone4S <= 60, 1, 0)
d %>% plot_ly(type = 'parcoords',
                line = list(
                  color = ~iPhone4S_cluster,
                  colorscale = list(
                    c(0, 'green'),
                    c(1, 'red')
                  )
                ), 
                dimensions = list(
                  list(label = "Food Costs", values = ~FoodCosts),
                  list(label = "iPhone 4S", values = ~iPhone4S),
                  list(label = "Clothing Index", values = ~ClothingIndex),
                  list(label = "Hours Worked", values = ~Hours),
                  list(label = "Wage Net", values = ~NetWage),
                  list(label = "Vacation Days", values = ~VacationDays),
                  list(label = "Big Mac", values = ~BigMac),
                  list(label = "Bread", values = ~Bread),
                  list(label = "Rice", values = ~Rice),
                  list(label = "Goods Services", values = ~GoodsServices)))
reordered_euc <- as.data.frame(reordered_euc)
reordered_euc$City = row.names(reordered_euc)

reuc_transformed <- reordered_euc%>%tidyr::gather(variable, value, -City, factor_key=T)%>%arrange(City)

radar_plot <- reuc_transformed %>% ggplot(aes(x=variable, y=value, group=City)) + geom_polygon(col = 'red', fill="blue", alpha = 0.5) + coord_polar() + theme_bw() + facet_wrap(~ City) + theme(axis.text.x = element_text(size = 5))

ggsave("radar_plot.png", width = 40, height = 60, units = "cm")
knitr::include_graphics("radar_plot.png")
adultdata<-read.csv(file ="adult.csv",header=FALSE,sep = ",")
colnames(adultdata)<-c("Age","workclass","fnlwgt","education","educationnum","marital"
                      ,"occupation","relationship","race","sex","capitalgain","capitalloss","Hoursperweek"
                      ,"site","Income_level")
p<-ggplot(adultdata,aes(x=Hoursperweek,y=Age,color=Income_level))+geom_point()+geom_smooth()+
  ggtitle("Scatter Plot - Hours/Week vs Age")
ggplotly(p)
p1<-ggplot(adultdata,aes(y=Age, x=Hoursperweek, color=Income_level))+geom_point()+geom_smooth()+
  facet_grid(Income_level~.) + ggtitle("Trellis grid Plot - Hours/week vs Age" )                              
ggplotly(p1)
p2<-ggplot(adultdata,aes(x=Age,color=Income_level,fill=Income_level))+geom_density(alpha=0.2)+ggtitle("Denisty Plot - Age")
ggplotly(p2)
p3<-ggplot(adultdata,aes(x=Age,color=Income_level))+geom_density(alpha=0.2)+
  facet_wrap(~marital)
ggplotly(p3)
p4<-adultdata %>% filter(capitalloss!=0) %>% plot_ly(x =~educationnum,y= ~Age, z= ~capitalloss) %>% add_markers(size=0.2,opacity = 0.2)%>% layout(scene = list(xaxis = list(title = 'Education'), yaxis = list(title = 'Age'), zaxis = list(title = 'Capita lLoss')))
p4
adultdata$Agedisc1 <-cut_number(adultdata$Age, 6)
raster_3d1 <- adultdata %>% filter(capitalloss != 0) %>% ggplot(aes(x=educationnum, y=capitalloss)) + stat_density_2d(aes(fill = stat(density)), geom = "raster", contour = FALSE) + facet_wrap(Agedisc1~.) + ggtitle("Trellis Plot of Capital Loss vs. Education")
raster_3d1
ggsave("raster_3d.png", width = 40, height = 60, units = "cm")
knitr::include_graphics("raster_3d.png")
adultdata$Agedisc2 <-cut_number(adultdata$Age, 4)
size_3d2 <- adultdata %>% filter(capitalloss != 0) %>% ggplot(aes(x=educationnum, y=capitalloss)) + stat_density_2d(aes(size = stat(density)), geom = "point",n=15, contour = FALSE) + facet_wrap(Agedisc2~.) + ggtitle("Trellis Plot of Capital Loss vs. Education")
size_3d2
Agerange <-lattice::equal.count(adultdata$Age, number=4, overlap=0.10) #overlap is 10%

 

L<-matrix(unlist(levels(Agerange)), ncol=2, byrow = T)

 

L1<-data.frame(Lower=L[,1],Upper=L[,2], Interval=factor(1:nrow(L)))

 

index=c()

Class=c()

for(i in 1:nrow(L)){

  Cl=paste("[", L1$Lower[i], ",", L1$Upper[i], "]", sep="")

  ind=which(adultdata$Age>=L1$Lower[i] &adultdata$Age<=L1$Upper[i])

  index=c(index,ind)

  Class=c(Class, rep(Cl, length(ind)))

}


df4<-adultdata[index,]
df4$Class<-as.factor(Class)
df4 %>% filter(capitalloss!=0)
ggplot(data = df4, aes(x=educationnum, y=capitalloss)) +
geom_point() + facet_wrap(~Class) + ggtitle("Education vs. Capital Loss using Shingles")